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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">787386</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.787386</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Nitrogen Isotope Discrepancy Between Primary Producers and Sediments in an Anoxic and Alkaline Lake</article-title>
<alt-title alt-title-type="left-running-head">Cadeau et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Nitrogen Isotope in Alkaline Lake</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cadeau</surname>
<given-names>Pierre</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1371634/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ader</surname>
<given-names>Magali</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/467964/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>J&#xe9;z&#xe9;quel</surname>
<given-names>Didier</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/588892/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chaduteau</surname>
<given-names>Carine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sarazin</surname>
<given-names>G&#xe9;rard</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bernard</surname>
<given-names>C&#xe9;cile</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leboulanger</surname>
<given-names>Christophe</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/194670/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Universit&#x00E9; de Paris, Institut de physique du globe de Paris, CNRS,</institution> <addr-line>Paris</addr-line>, <country>France</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>UMR CARRTEL, INRAE &#x0026; Universit&#x00E9; Savoie Mont Blanc</institution>, <addr-line>Annecy</addr-line>, <country>France</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>UMR 7245, MCAM, CNRS-MNHN, Mus&#xe9;um National d&#x2019;Histoire Naturelle</institution>, <addr-line>Paris</addr-line>, <country>France</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>MARBEC, Universit&#x00E9; de Montpellier IRD CNRS Ifremer</institution>, <addr-line>S&#xe8;te</addr-line>, <country>France</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1333555/overview">Philippe Claeys</ext-link>, Vrije Universiteit Brussel, Belgium</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/174391/overview">William Patrick Gilhooly III</ext-link>, Indiana University&#x2014;Purdue University Indianapolis, United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/122220/overview">Ichiro Tayasu</ext-link>, Research Institute for Humanity and Nature, Japan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Pierre Cadeau, <email>pierre.cadeau@gmail.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Geochemistry, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>787386</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Cadeau, Ader, J&#xe9;z&#xe9;quel, Chaduteau, Sarazin, Bernard and Leboulanger.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Cadeau, Ader, J&#xe9;z&#xe9;quel, Chaduteau, Sarazin, Bernard and Leboulanger</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Nitrogen isotope compositions (&#x3b4;<sup>15</sup>N) in sedimentary rocks are extensively used to investigate the biogeochemical nitrogen cycle through geological times. This use relies on the observation that, in modern continental platforms and anoxic basins, surface sediments faithfully record the &#x3b4;<sup>15</sup>N of primary producers, assuming that it was similar in the past. Over Earth&#x2019;s history, however, surface environments experienced profound changes, including the transition of ammonium-dominated to nitrate-dominated waters and the transition from exclusively microbial ecosystems to ecosystems including multicellularity, which make modern environments significantly different compared to earlier ones, potentially invalidating the fundamental assumption that surface sediments faithfully record the &#x3b4;<sup>15</sup>N of primary producers. In order to improve our understanding of the nitrogen isotopic information contained in the early Earth&#x2019;s sedimentary rock record, we investigate here the nitrogen isotope systematics in a microbial, nitrate free and ammonium-rich modern system, the Dziani Dzaha Lake. In this modern system, the &#x3b4;<sup>15</sup>N of the reduced dissolved inorganic nitrogen (i.e.,&#x20;NH<sub>4</sub>
<sup>&#x2b;</sup> and NH<sub>3</sub>) in the water column is close to &#x223c;7&#x2030;&#x2009;. &#x3b4;<sup>15</sup>N of suspended particulate matter (SPM) show a similar average value in surface waters (i.e.,&#x20;where SPM is massively composed of active primary producers), but increases up to 14&#x2030; in the deeper part of the water column during periods when it is enriched in dissolved reduced species (i.e.,&#x20;CH<sub>4</sub>, H<sub>2</sub>S/HS<sup>&#x2212;</sup> and NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>). Surface sediments &#x3b4;<sup>15</sup>N, with values comprised between 10 and 14&#x2009;&#x2030;, seem to preferentially record these positive isotopic signatures, rather than those of active primary producers. We propose here that the observed isotopic pattern is mainly linked to the assimilation of ammonium strongly enriched in <sup>15</sup>N by isotope exchange with ammonia under basic conditions. Although ammonium assimilation seems here to be responsible for a significant isotopic enrichment due to the basic conditions, in neutral anoxic environments inhabited by similar microbial ecosystems, this process may also significantly impact the &#x3b4;<sup>15</sup>N of primary producers towards more negative values. This would have strong implications for our interpretation of the Precambrian sedimentary record as this finding challenges one the fundamental hypotheses underlying the use of sedimentary &#x3b4;<sup>15</sup>N in paleo-oceanographic reconstructions, <italic>i.e.</italic> that surface sediments faithfully record the &#x3b4;<sup>15</sup>N of active primary producers in the photic&#x20;zone.</p>
</abstract>
<kwd-group>
<kwd>nitrogen isotopes</kwd>
<kwd>Dziani Dzaha</kwd>
<kwd>ammonium assimilation</kwd>
<kwd>pH</kwd>
<kwd>basic condition</kwd>
<kwd>alkaline lake</kwd>
<kwd>15N enrichment</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>In continental margins and modern anoxic basins the nitrogen isotope compositions (&#x3b4;<sup>15</sup>N) of surface sediments faithfully record the &#x3b4;<sup>15</sup>N of the nitrogen species assimilated by primary producers in surface waters (<italic>e.g</italic>. <xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B57">Sigman et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B54">Robinson et&#x20;al., 2012</xref>). In these environments, water column or sediment diagenesis processes were shown to have a limited impact on the primary producer&#x2019;s &#x3b4;<sup>15</sup>N (<xref ref-type="bibr" rid="B33">Lehmann et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B16">Chen et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B47">Mobius et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Mobius, 2013</xref>), while in the oxic deep oceans <sup>15</sup>N enrichments compared to the primary producers have been reported in both surface sediments and particles sinking in the deep waters (i.e.,&#x20;2&#x2013;5&#x2030; increase, <xref ref-type="bibr" rid="B2">Altabet and Fran&#xe7;ois, 1994</xref>; <xref ref-type="bibr" rid="B47">Mobius et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B45">Mobius et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B54">Robinson et&#x20;al., 2012</xref>).</p>
<p>In the last decades, numerous studies have been conducted to improve our understanding of the biogeochemical nitrogen cycle and the diverse metabolic processes that regulate it (e.g., <xref ref-type="bibr" rid="B57">Sigman et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B46">Mobius, 2013</xref>; <xref ref-type="bibr" rid="B8">Bruner et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B73">Zhang et&#x20;al., 2014</xref>). Overall, they show that nitrogen speciation and &#x3b4;<sup>15</sup>N in modern systems, including the open ocean (NO<sub>3</sub>
<sup>&#x2212;</sup> and on average 5&#x2009;&#x2030;, respectively), are mainly controlled by the balance in the dominant nitrogen metabolic pathways in the ocean (i.e.,&#x20;nitrogen fixation and denitrification), which are closely tied to the nutrient supply and water column redox structure (e.g., <xref ref-type="bibr" rid="B23">Galbraith et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B57">Sigman et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B53">Quan et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B8">Bruner et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B46">Mobius, 2013</xref>). It is based on these observations in modern systems that the sedimentary &#x3b4;<sup>15</sup>N record has been used to infer the evolution of both the biogeochemical nitrogen cycle and water column redox structures through geological times (e.g., see reviews in <xref ref-type="bibr" rid="B1">Ader et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B61">Stueken et&#x20;al., 2016</xref>).</p>
<p>Yet, in contrast to modern environments where the main nitrogen species is nitrate, early Earth&#x2019;s environments must have been mainly dominated by ammonium (NH<sub>4</sub>
<sup>&#x2b;</sup>), at least before the ocean oxygenation during late Archean/early Proterozoic times (e.g., <xref ref-type="bibr" rid="B4">Beaumont and Robert, 1999</xref>; <xref ref-type="bibr" rid="B13">Canfield et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Luo et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B42">Mettam et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Yang et&#x20;al., 2019</xref>). This has several implications for our understanding of the nitrogen isotope record of these time periods. First, ammonium assimilation is a well-known process associated with a large isotopic fractionation that may generate strongly <sup>15</sup>N-depleted organic matter (<xref ref-type="bibr" rid="B51">Pennock et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B57">Sigman et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B68">Vo et&#x20;al., 2013</xref>). Although it was proposed to explain negative &#x3b4;<sup>15</sup>N values for some Cretaceous anoxic events (<xref ref-type="bibr" rid="B27">Higgins et&#x20;al., 2012</xref>) or Archean and Proterozoic successions (<xref ref-type="bibr" rid="B50">Papineau et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B42">Mettam et&#x20;al., 2019</xref>), there is still no known modern analogue to validate this scenario because their dissolved ammonium content is often limited, quantitatively assimilated or beyond reach of primary producers (e.g., <xref ref-type="bibr" rid="B21">Fuchsman et&#x20;al., 2008</xref>). Second, the sediments of modern or past basic lacustrine environments often have strongly positive isotopic signatures (&#x2265;10&#x2009;&#x2030;) that have been interpreted as resulting from the NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> chemical and isotope equilibrium and volatilization of the <sup>15</sup>N-depleted NH<sub>3</sub> (e.g., <xref ref-type="bibr" rid="B63">Talbot and Johannessen, 1992</xref>; <xref ref-type="bibr" rid="B41">Menzel et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B40">McLauchlan et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B60">Stueken et&#x20;al., 2015</xref>). However, in-depth studies of the nitrogen isotope systematics in such modern systems are still lacking, preventing a comprehensive documentation of the processes controlling the elevated &#x3b4;<sup>15</sup>N values of sediments, including those related to the quality of preservation in the sedimentary record of the primary producer&#x2019;s signature. In order to explore this question further, we investigate here the nitrogen isotope systematics in a newly identified, and so far unique, microbial dominated, nitrate free and ammonium-rich modern lacustrine system, the Dziani Dzaha&#x20;Lake.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Study Site</title>
<p>The Dziani Dzaha Lake is a shallow tropical volcanic crater lake located on the Petite Terre Island of Mayotte (Comoros Archipelago, Indian Ocean, <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Its surface area is close to 2.36 &#xd7; 105&#xa0;m<sup>2</sup> and it is separated from the nearby seashore by a 220-m thick crater wall. The volcanic crater is approximately 1&#xa0;km in diameter and 50&#x2013;100&#xa0;m high, resulting in a very restricted lake watershed. The average depth of the Dziani Dzaha water column is about 3&#xa0;m with a narrow depression reaching 18&#xa0;m depth, probably related to the phreatomagmatic eruption at the origin of this lake (i.e.,&#x20;between 9 and 4&#xa0;ka, <xref ref-type="bibr" rid="B74">Zinke et&#x20;al., 2003</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Location <bold>(A,B)</bold> and bathymetric map <bold>(C)</bold> of the Dziani Dzaha. Water column (blue triangles) and sediment cores (red triangles) sampling locations.</p>
</caption>
<graphic xlink:href="feart-09-787386-g001.tif"/>
</fig>
<p>The Dziani Dzaha water column has a combination of physical, chemical and biological features that are atypical for a modern lacustrine system, which have been previously recently documented and are summarized here. Its waters probably originated from seawater and are now characterized by high salinity (i.e.,&#x20;ranging from 34 to 71&#xa0;psu), strong alkalinity (i.e.,&#x20;ranging from 0.1 to 0.2&#xa0;M), elevated pH value (i.e.,&#x20;comprised between 9 and 9.5), and very high primary productivity (i.e.,&#x20;8&#xa0;gC m<sup>&#x2212;2</sup> day<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>). The lake ecosystem is dominated by microorganisms with a dense and perennial bloom of two photosynthetic species [i.e.,&#x20;<italic>Picocystis salinarum</italic> (Chlorophyta) and <italic>Arthrospira fusiformis</italic> (Cyanobacteria), <xref ref-type="bibr" rid="B5">Bernard et&#x20;al., 2019</xref>]. The water column is permanently anoxic below <italic>ca</italic>. 1.5&#xa0;m depth, with the anoxic water being periodically euxinic (i.e.,&#x20;presence of H<sub>2</sub>S and HS<sup>&#x2212;</sup>) (e.g., <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>). The SO<sub>4</sub>
<sup>2&#x2212;</sup> content is relatively low compared to seawater (&#x3c;3&#xa0;mM, <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>). Organic matter in the anoxic waters is remineralized through both sulfate reduction, as evidenced by the periodic total consumption of SO<sub>4</sub>
<sup>2&#x2212;</sup>, when the lake becomes euxinic, and methanogenesis, as indicated by the high concentration of CH<sub>4</sub> dissolved in the water column that degasses into the atmosphere (<xref ref-type="bibr" rid="B10">Cadeau et&#x20;al., 2020</xref>). Finally, the water column is nitrate-free while the reduced dissolved nitrogen species (i.e.,&#x20;NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>) accumulate in the deeper part of the Dziani Dzaha lake (<xref ref-type="bibr" rid="B5">Bernard et&#x20;al., 2019</xref>).</p>
<p>The physical and chemical structure of the Dziani Dzaha water column as well as the biological organism&#x2019;s distribution within it (mostly dominated by cyanobacteria), are closely related to the seasonal variations (<xref ref-type="bibr" rid="B28">Hugoni et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B5">Bernard et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>). The water column is periodically stratified with a halocline at about 2&#xa0;m depth due a decrease in surface water salinity driven by rainy season precipitation (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). A permanent chemocline was present at ca. 14&#xa0;m depth in the depression. During the stratified period (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>), salinity above the halocline was within 35&#x2013;45&#xa0;psu, alkalinity was close to 0.1&#xa0;M, pH was close to 9.5, SO<sub>4</sub>
<sup>2&#x2212;</sup> was close to 3&#xa0;mM, and only traces of NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> were observed (&#x3c;0.03&#xa0;mM). Below the halocline the salinity and alkalinity increased up to 70&#xa0;psu and 0.2&#xa0;M, respectively, pH decreased to a value close to 9, no sulfates were observed, and reduced species accumulated. It is worth noting here while that HS<sup>&#x2212;</sup>/H<sub>2</sub>S concentrations and CH<sub>4</sub> concentrations increased sharply at 2&#xa0;m depth, i.e.,&#x20;across the halocline, up to 6 and 2&#xa0;mM, respectively, and remained relatively constant down to the bottom, NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> concentration increased in two steps, one up to 0.4&#xa0;mM at 3&#xa0;m depth (i.e.,&#x20;1&#x20;m below the halocline) and another one up to 6&#xa0;mM below the deep chemocline. Above the 2&#xa0;m-depth halocline, the diversity was dominated by photosynthetic microorganisms, while below it, it was dominated by a dense and diverse population of archaea and heterotrophic bacteria (<xref ref-type="bibr" rid="B28">Hugoni et&#x20;al., 2018</xref>). During the non-stratified period most of the physical, chemical and biological parameters were constant with depth down to the deep chemocline at 14&#xa0;m depth, except for the dissolved oxygen that was only present down to a maximum of about 1&#xa0;m depth (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). The salinity was close to 65&#xa0;psu, the alkalinity close to 0.14&#xa0;M, the pH close to 9.2, the SO<sub>4</sub>
<sup>2&#x2212;</sup> content close to 3&#xa0;mM, NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> content was lower than 0.03&#xa0;mM, and the planktonic biomass was dominated by photosynthetic microorganisms. The biological and physico-chemical parameters of the waters underlying the deep chemocline during non-stratified periods resembled strongly to stratified periods, albeit with even higher concentrations of reduced species (<xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Vertical profiles of physical and chemical parameters in the Dziani Dzaha water column. pH, temperature (&#xb0;C), O<sub>2</sub> (%) and Salinity (psu) profiles during the non-stratified (2011, 2014 and 2015 in <bold>top panel</bold>) and stratified (2012, 2014 and 2015 in <bold>bottom panel</bold>) period (data from <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>).</p>
</caption>
<graphic xlink:href="feart-09-787386-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Compilation of biogeochemical data in the Dziani Dzaha water column, including &#x3b4;<sup>15</sup>N<sub>SPM</sub> and &#x3b4;<sup>15</sup>N of NH<sub>4</sub>
<sup>&#x2b;</sup> <bold>(A)</bold>, C/N ratio <bold>(B)</bold>, (NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>) (data from <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>) <bold>(C)</bold>, (SO<sub>4</sub>
<sup>2&#x2212;</sup>) and (HS<sup>&#x2212;</sup>/H<sub>2</sub>S) <bold>(D,E)</bold> (data from <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>), carbon biomass of the two main photosynthetic microorganisms (data from <xref ref-type="bibr" rid="B5">Bernard et&#x20;al., 2019</xref>) <bold>(F)</bold>, and chlorophyll a (data this study and <xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>) <bold>(G)</bold>, during the non-stratified (2011, 2014 and 2015 in <bold>top panel</bold>) and stratified (2012, 2014 and 2015 in <bold>bottom panel</bold>) period.</p>
</caption>
<graphic xlink:href="feart-09-787386-g003.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Methods</title>
<p>As shown by the above site description, many physical, chemical and biological parameters have been published previously [pH, T, Salinity, O<sub>2</sub>, NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> in <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>; SO<sub>4</sub>
<sup>2&#x2212;</sup>, H<sub>2</sub>S/HS<sup>&#x2212;</sup> in <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>; Chlorophyll a before 2012 in <xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>; carbon biomass associated to photosynthetic cell abundance in <xref ref-type="bibr" rid="B5">Bernard et&#x20;al., 2019</xref>]. In this section we will thus describe only the sampling and the analytical methods used to acquire the new data presented here; chlorophyll a (for samples taken since 2012) and C/N and nitrogen isotope compositions.</p>
<p>Sampling were performed at the end of the rainy season (April) in 2012, 2014 and 2015, and at the end of the dry season (October-November) in 2011, 2014 and 2015. The &#x201c;CLB&#x201d; and &#x201c;18&#xa0;m&#x201d; names refer to the water column stations where samples were collected, throughout 4.5&#xa0;m depth and 18&#xa0;m depth respectively, as shown on the <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. Water samples were collected using a horizontal 1.2&#xa0;L Niskin bottles along a vertical profile at the CLB and 18&#xa0;m stations (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) every 0.25&#x2013;0.50&#xa0;m depth for the first 4.5&#xa0;m of water column and either every 50&#xa0;cm across the deep chemocline (between 13 and 15&#xa0;m depth), or every 1&#x2013;2&#xa0;m between 5 and 13&#xa0;m depth where no significant variation was observed on the profiles from the multiparameter probe. An aliquot of sampled water for each depth was filtered onto precombusted (450&#xb0;C&#x2013;4&#xa0;h) 47&#xa0;mm Whatman GF/F glass fibre filters (0.7&#xa0;&#xb5;m porosity) to recover suspended particulate matter for chlorophyll a, C/N and &#x3b4;<sup>15</sup>N analyses. Several sediment cores serially numbered from the first survey were collected at different depths (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>), freeze-dried, rinsed with deionized water, centrifuged three times, and finally freeze-dried and crushed down to &#x3c;80&#xa0;&#x3bc;m.</p>
<p>The concentration of chlorophyll a was analyzed after a two-steps extraction, the extract being then filtered and the filtrate analyzed spectrophotometrically at 400&#x2013;750&#xa0;nm (<xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>). The concentration of chlorophyll a was calculated according to <xref ref-type="bibr" rid="B12">Camacho et&#x20;al. (2009)</xref>. Nitrogen isotope and C/N measurements were performed on the same samples as the carbon isotope analysis reported in <xref ref-type="bibr" rid="B10">Cadeau et&#x20;al. (2020)</xref> (i.e.,&#x20;suspended particles and sediments), but during a different run dedicated to the &#x3b4;<sup>15</sup>N analyses and on bulk samples to avoid alterations of &#x3b4;<sup>15</sup>N signal during the acid decarbonatation required for &#x3b4;<sup>13</sup>C<sub>org</sub> analyses (<xref ref-type="bibr" rid="B7">Brodie et&#x20;al., 2011</xref>). Nitrogen isotope measurements of NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> were performed using the ammonium diffusion method (<xref ref-type="bibr" rid="B56">Sebilo et&#x20;al., 2004</xref>), which is based on the conversion of NH<sub>4</sub>
<sup>&#x2b;</sup> to NH<sub>3</sub> by pH adjustments and subsequent trapping of the released NH<sub>3</sub> onto glass fibre filter. Nitrogen species retained on glass fibre filter (i.e.,&#x20;suspended particles, dissolved nitrogen trapped onto (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> form) and sediment samples were analyzed using a Flash EA1112 elemental analyser coupled to a Thermo Finnigan Delta<sup>plus</sup> XP mass spectrometer via a Conflo IV interface (Thermo Fisher Scientific, Waltham, MA, United&#x20;States). Nitrogen isotope ratios were calibrated against four internal standards of organic-rich soil or sediment included in the sample sequence and previously calibrated against the certified IAEA-N1 and IAEA-N2 international standards. The nitrogen isotopic signatures are expressed as&#x2009;&#x2030; relative to air with a reproducibility of &#xb1;0.3&#x2030; (1&#x3c3;). Routine replicate measurements on standards had internal deviations of &#xb1;0.15&#x2030; (2&#x3c3;) for &#x3b4;<sup>15</sup>N values, and less than 4% of the measured value for the nitrogen content.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>In the Dziani Dzaha water column, the &#x3b4;<sup>15</sup>N values of suspended particulate matter (&#x3b4;<sup>15</sup>N<sub>SPM</sub>) ranged from 5.6 to 14.1&#x2030;, with an average value of 9.1&#x20;&#xb1; 2.6&#x2009;&#x2030; (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). When the lake was stratified, the &#x3b4;<sup>15</sup>N<sub>SPM</sub> showed an average value of 6.9&#x20;&#xb1; 0.7&#x2030; above the halocline that increased sharply across the halocline to an average value of 12.2&#x20;&#xb1; 1.1&#x2030; &#x2009;below 2.5&#xa0;m depth (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). When the lake was non-stratified, a similar pattern was observed, but with a &#x3b4;<sup>15</sup>N<sub>SPM</sub> average value of 7.4&#x20;&#xb1; 0.6&#x2030; from the surface to the permanent deep chemocline at 14&#x20;m depth (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>) and an average value of 12.2&#x20;&#xb1; 1.1&#x2009;&#x2030; below it. Sediment &#x3b4;<sup>15</sup>N values ranged from 11.0 to 12.9&#x2030; with an average value of 12.1&#x20;&#xb1; 0.6&#x2030; for the sediment core C6 (collected at 18&#xa0;m depth, <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>); from 8.3 to 12.5&#x2030; &#x2009;with an average value of 10.9&#x20;&#xb1; 1.0&#x2030; for the cores C1 and C4 (collected at 4&#xa0;m depth, <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>); and from 4.3 to 12.1&#x2030; with an average value of 8.9&#x20;&#xb1; 2.0&#x2030; for the cores C2, C9 and C10 (collected at 1&#xa0;m depth, <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F4">4</xref>). For all cores, sediment &#x3b4;<sup>15</sup>N values were similar to the high &#x3b4;<sup>15</sup>N<sub>SPM</sub> observed below the halocline or deep chemocline depending on the water column stratification, than those observed in NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> or surface water suspended particles (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). The C/N ratio of suspended particulate matter seemed to be correlated to the &#x3b4;<sup>15</sup>N<sub>SPM</sub> (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>), with an average value of 5.5&#x20;&#xb1; 0.8 when the &#x3b4;<sup>15</sup>N<sub>SPM</sub> was close to 12&#x2030;&#x2009;, and an average value of 7.8&#x20;&#xb1; 1.3 when the &#x3b4;<sup>15</sup>N<sub>SPM</sub> was close to 7&#x2030;&#x2009;, in both stratified or non-stratified periods (<xref ref-type="fig" rid="F3">Figures 3B</xref>, <xref ref-type="fig" rid="F5">5</xref>). Finally, during the stratified period in 2015, the &#x3b4;<sup>15</sup>N of dissolved NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> showed an average value of 7.7&#x20;&#xb1; 0.9&#x2009;&#x2030; (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). It is worth noting here that the depth of variations in &#x3b4;<sup>15</sup>N and C/N values are more closely tied the depth of the halocline and chemocline than to those of the variations in NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> concentration (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Nitrogen isotope compositions and C/N ratio in the Dziani Dzaha surface sediment. The dashed blue areas represent the &#x3b4;<sup>15</sup>N<sub>SPM</sub> and C/N average values observed in the water column above 2 or 14&#xa0;m depth during stratified or non-stratified period, respectively. The dashed red areas represent the &#x3b4;<sup>15</sup>N<sub>SPM</sub> and C/N average values observed in the water column below the mentioned depths.</p>
</caption>
<graphic xlink:href="feart-09-787386-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Cross-plots of &#x3b4;<sup>15</sup>N<sub>SPM</sub> vs. (NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>), C/N ratio <italic>vs</italic>. (NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>), and &#x3b4;<sup>15</sup>N<sub>SPM</sub> vs. C/N ratio in the Dziani Dzaha water column during the stratified (2012 and 2014) and non-stratified (2014) periods at the 18&#xa0;m water column station.</p>
</caption>
<graphic xlink:href="feart-09-787386-g005.tif"/>
</fig>
<p>Chlorophyll a content ranged from 6 to 875&#xa0;&#x3bc;g/L within the water column (<xref ref-type="fig" rid="F3">Figure&#x20;3G</xref>). When the lake was stratified, chlorophyll a content showed an average value of 704&#x20;&#xb1; 158&#xa0;&#x3bc;g/L above the halocline, and decreased strongly to an average value of 115&#x20;&#xb1; 91&#xa0;&#x3bc;g/L below 2&#xa0;m-depth. When the lake was non-stratified, a similar pattern was observed with an average value of chlorophyll a content of 635&#x20;&#xb1; 75&#xa0;&#x3bc;g/L from the surface to 4&#xa0;m-depth, a decrease between 4 and 14&#xa0;m-depth to an average value of 334&#x20;&#xb1; 53&#xa0;&#x3bc;g/L, and a another below 14&#xa0;m-depth to an average value of 158&#x20;&#xb1; 77&#xa0;&#x3bc;g/L.</p>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The three main results of this study are that, 1) the &#x3b4;<sup>15</sup>N of primary producers (given by the &#x3b4;<sup>15</sup>N<sub>SPM</sub> from surface water during both stratified and non-stratified period) is on average of 7&#x2009;&#x2030;, 2) the &#x3b4;<sup>15</sup>N<sub>SPM</sub> values are on average 5&#x2030; higher in the euxinic (i.e.,&#x20;H<sub>2</sub>S/HS<sup>&#x2212;</sup>-rich) waters (i.e.,&#x20;below 2&#xa0;m or 14&#xa0;m depths during stratified periods or non-stratified periods, respectively), and 3) the sedimentary &#x3b4;<sup>15</sup>N values are closer to the &#x3b4;<sup>15</sup>N<sub>SPM</sub> of euxinic bottom waters than to those of primary producers.</p>
<p>&#x3b4;<sup>15</sup>N values as high as 7&#x2030;&#x2009; for dissolved inorganic nitrogen and primary producers in lakes have most often been interpreted as resulting from denitrification, anammox and/or NH<sub>3</sub> volatilization (e.g., <xref ref-type="bibr" rid="B63">Talbot and Johannessen, 1992</xref>; <xref ref-type="bibr" rid="B34">Lehmann et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B6">Bratkic et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B41">Menzel et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B70">Wenk et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B71">Wenk et&#x20;al., 2014</xref>). Given that the Dziani Dzaha is both redox-stratified and alkaline, any combination these processes could account for the &#x3b4;<sup>15</sup>N average value of 7&#x2030; in primary producers and NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> (only measured in April 2015 for dissolved inorganic nitrogen). Addressing this question more thoroughly would require additional data, such as NH<sub>3</sub> fluxes at the water/air interface, or denitrification and anammox activities and is beyond the scope of this study. We will thus focus here on the possible processes that could account for the marked increase in &#x3b4;<sup>15</sup>N<sub>SPM</sub> values in the euxinic waters and their transfer to the sediment.</p>
<p>Several processes are typically considered as being involved in modifying the &#x3b4;<sup>15</sup>N signature of primary producers during particulate matter sinking and/or deposition in surface sediments. They encompass 1) contribution of external sources of nitrogen to the particulate matter or sediment, 2) alteration of the &#x3b4;<sup>15</sup>N of primary producers during remineralization and 3) contribution of organic matter from non-photosynthetic organisms living in the water column or sediment, such as heterotrophs or chemolithotrophs. As discussed below, we conclude that none of these processes seem to account for the N-isotope pattern observed in the Dziani Dzaha. Instead, we propose that it results from NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation by the main organisms that compose the biomass in euxinic waters, i.e.,&#x20;cyanobacteria, together with a bias in the preservation of these N-enriched cyanobacteria.</p>
<sec id="s4-1">
<title>Contribution of External Sources of <sup>15</sup>N-Enriched Nitrogen to the Euxinic Waters</title>
<p>Two types of external N-sources can be envisaged: an influx of dissolved nitrogen-rich fluids and/or a detrital input of terrestrial organic matter. An influx of dissolved nitrogen-rich fluid (from seawater or hydrothermal fluids) is unlikely based on physical and chemical measurements in the water column, no on-going water infiltrations were identified and, from a water balance point of view, this lake seems to be endoreic (<xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>). Moreover, seawater entrance would only marginally affect the dissolved nitrogen budget and its &#x3b4;<sup>15</sup>N because the concentration of dissolved nitrate in the Indian Ocean (i.e.,&#x20;5&#x2013;15&#xa0;&#x3bc;M up to 200&#xa0;m depth, <xref ref-type="bibr" rid="B49">NOAA, 2017</xref>) are quite low compared to the concentration of dissolved reduced nitrogen species in euxinic waters of the Dziani Dzaha (i.e.,&#x20;mM range <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) and the nitrate &#x3b4;<sup>15</sup>N in the Indian Ocean (&#x223c;&#x2b;6&#x2030;) is very close to that of the lake (&#x223c;&#x2b;7&#x2009;&#x2030;). For an external dissolved nitrogen source to contribute significantly to the lake NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> budget, it would thus need to be sourced from NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>-rich hydrothermal fluids. However, that would still not explain the fact that in the euxinic and NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>-rich waters the &#x3b4;<sup>15</sup>N value of suspended particles and sediments are more positive than the dissolved NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>.</p>
<p>The supply of detrital organic matter from the surrounding catchment is also very unlikely to be responsible for the higher &#x3b4;<sup>15</sup>N<sub>SPM</sub> values of the euxinic waters and &#x3b4;<sup>15</sup>N<sub>sed</sub> values. The carbon and nitrogen contents and isotopic compositions of seven kinds of higher plants and soil sampled in the lake watershed (<xref ref-type="table" rid="T1">Table&#x20;1</xref>) exhibited &#x3b4;<sup>15</sup>N values that were lower than the lake primary producers (&#x3c;7&#x2030;), except for the rush sample with a &#x3b4;<sup>15</sup>N value close to 9&#x2009;&#x2030;. This high value is best explained by the fact that rushes grow in the shallow waters of the lakeshore and are probably assimilating <sup>15</sup>N-enriched nitrogen from the lake sediment pore waters. In addition, the measured plants &#x3b4;<sup>13</sup>C and C/N values are significantly lower and higher, respectively, than those of suspended particulate matter and surface sediments (<xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref> and <xref ref-type="table" rid="T1">Table&#x20;1</xref>). A contribution of detrital organic matter to the suspended particulate matter or sediment would thus decrease their &#x3b4;<sup>15</sup>N, rather than increase it. It would also decrease their &#x3b4;<sup>13</sup>C<sub>org</sub> and increase their C/N, as observed in some samples of the shallow cores (i.e.,&#x20;C2 and C9, <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>), which we accordingly explain by a contribution of detrital organic matter.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>&#x3b4;<sup>13</sup>C, &#x3b4;<sup>15</sup>N and C/N of organic terrestrial sources (Angiosperms leafs and soil humus) closely surrounding the Dziani Dzaha Lake.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Source sample</th>
<th align="center">&#x2202;<sup>13</sup>C<sub>org</sub> (&#xb1;0.2&#x2030;)</th>
<th align="center">&#x2202;<sup>15</sup>N<sub>org</sub> (&#xb1;0.2&#x2030;)</th>
<th align="center">C/N</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>Ipomea</italic> sp. (Convolvulaceae, morning glory)</td>
<td align="char" char=".">&#x2212;25.7</td>
<td align="char" char=".">6.3</td>
<td align="char" char=".">14.5</td>
</tr>
<tr>
<td align="left">
<italic>Cocos nucifera</italic> (Arecaceae, coconut tree)</td>
<td align="char" char=".">&#x2212;25.5</td>
<td align="char" char=".">1.7</td>
<td align="char" char=".">47.1</td>
</tr>
<tr>
<td align="left">
<italic>Acacia</italic> sp. (Fabaceae)</td>
<td align="char" char=".">&#x2212;28.0</td>
<td align="char" char=".">3.3</td>
<td align="char" char=".">14.3</td>
</tr>
<tr>
<td align="left">
<italic>Juncus</italic> sp. (Juncaceae, rush)</td>
<td align="char" char=".">&#x2212;24.8</td>
<td align="char" char=".">9.4</td>
<td align="char" char=".">42.5</td>
</tr>
<tr>
<td align="left">
<italic>Musa</italic> sp. (Musaceae, banana tree)</td>
<td align="char" char=".">&#x2212;28.0</td>
<td align="char" char=".">3.4</td>
<td align="char" char=".">20.7</td>
</tr>
<tr>
<td align="left">Undefined shrub</td>
<td align="char" char=".">&#x2212;26.4</td>
<td align="char" char=".">5.6</td>
<td align="char" char=".">26.1</td>
</tr>
<tr>
<td align="left">Humus</td>
<td align="char" char=".">&#x2212;28.0</td>
<td align="char" char=".">2.8</td>
<td align="char" char=".">18.5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Rushes are developing mostly on the west and south shores of the lake, together with morning glory. A mix of cultivated (bananas, coconut trees) and wild plants forms a continous vegetation curtain around the&#x20;lake.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4-2">
<title>Alteration of Particulate Matter &#x3b4;<sup>15</sup>N During Their Mineralisation</title>
<p>Isotopic alteration due to organic matter mineralisation in modern settings was relatively well investigated (e.g., <xref ref-type="bibr" rid="B33">Lehmann et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B54">Robinson et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B64">Tesdal et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B30">Katsev and Crowe, 2015</xref>). The extent of organic matter degradation as well as the early diagenesis processes, and subsequently the extent of isotopic alteration of the primary nitrogen isotope signature, appear to depend on the oxygen exposure time, water depth and organic matter availability (e.g., <xref ref-type="bibr" rid="B33">Lehmann et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B54">Robinson et&#x20;al., 2012</xref>). So far, increases in both &#x3b4;<sup>15</sup>N<sub>SPM</sub> and &#x3b4;<sup>15</sup>N<sub>sed</sub> of the order of a few per mil have only been reported in sinking particles in the deep ocean and have been interpreted as resulting from extensive organic matter remineralisation under oxic conditions (e.g., <xref ref-type="bibr" rid="B33">Lehmann et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B24">Gaye et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B47">Mobius et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B45">Mobius et&#x20;al., 2011</xref>). It seems unlikely however that this process is applicable to the shallow and anoxic Dziani Dzaha for two reasons. First, <sup>15</sup>N enrichment in sinking particles and in the surface sediments through organic matter mineralisation is usually associated with an increase in C/N ratio, as nitrogen is preferentially lost over carbon (<xref ref-type="bibr" rid="B33">Lehmann et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B19">Fenchel et&#x20;al., 2012</xref>). In the Dziani Dzaha, as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>, the increase in &#x3b4;<sup>15</sup>N<sub>SPM</sub> is not associated with an increase in the C/N ratio but rather decreased with depth from approximately 7 to 5. Second, to our knowledge, such an isotopic increase with depth has never been reported so far in lacustrine systems (e.g., <xref ref-type="bibr" rid="B34">Lehmann et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B41">Menzel et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B40">McLauchlan et&#x20;al., 2013</xref>) or in modern anoxic marine environments (e.g., <xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B22">Fulton et&#x20;al., 2012</xref>). In these systems, when &#x3b4;<sup>15</sup>N-depths profiles were available, increases in the &#x3b4;<sup>15</sup>N of dissolved N species or suspended particles have been reported but they are either spatially limited to the vicinity of the chemocline (e.g., Cariaco Basin, <xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>; Black Sea, <xref ref-type="bibr" rid="B20">Fry et&#x20;al., 1991</xref>; Lugano Lake, <xref ref-type="bibr" rid="B71">Wenk et&#x20;al., 2014</xref>) or temporally limited to water column mixing events (e.g., Kinneret Lake, <xref ref-type="bibr" rid="B26">Hadas et&#x20;al., 2009</xref>). They have been interpreted as resulting from denitrification and/or anammox together with assimilation of the enriched NO<sub>3</sub>
<sup>&#x2212;</sup> and/or NH<sub>4</sub>
<sup>&#x2b;</sup> by chemoautotrophic organisms (<xref ref-type="bibr" rid="B17">Deutsch et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B69">Voss et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B58">Sigman et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>). These isotope signatures are however not transferred to the sinking particulate matter or the surface sediments, which both record the primary producer &#x3b4;<sup>15</sup>N values (<xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>).</p>
</sec>
<sec id="s4-3">
<title>Contribution of Organic Matter From Non-photosynthetic Organisms Living in the Euxinic Waters</title>
<p>The decrease in C/N ratio within euxinic waters coincides with a strong change in biological diversity (<xref ref-type="bibr" rid="B28">Hugoni et&#x20;al., 2018</xref>). In terms of abundance, the biological communities are dominated by two primary producers (the picoeukaryote <italic>Picocystis salinarum</italic> and the cyanobacterium <italic>Arthrospira fusiformis</italic>) above the halocline at 2&#xa0;m depth during stratified periods, or above the deep chemocline at 14&#xa0;m depth during non-stratified periods, and by bacteria and archaea in euxinic waters below the halocline or deep chemocline (<xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Hugoni et&#x20;al., 2018</xref>). The C/N value close to 7 in surface waters is consistent with the predominantly cyanobacterial biomass (<xref ref-type="bibr" rid="B25">Godfrey and Glass, 2011</xref>). Indeed, previous work on continuous cultures of <italic>Arthrospira fusiformis</italic> from Lake Chitu (Ethiopia) reported that the C/N ratio was stable in this species, around 6.25 (<xref ref-type="bibr" rid="B31">Kebede and Ahlgren 1996</xref>). The generally lower C/N values in the euxinic waters, sometimes approaching 5, are consistent with a predominantly bacterial or archaeal biomass (<xref ref-type="bibr" rid="B48">Muller, 1977</xref>; <xref ref-type="bibr" rid="B65">They et&#x20;al., 2017</xref>). From there, it is tempting to imagine that both the decrease in C/N and the increase in &#x3b4;<sup>15</sup>N<sub>SPM</sub> observed in the euxinic waters could be linked to a higher proportion of bacterial and archaea biomass, which would be characterized by a more positive &#x3b4;<sup>15</sup>N<sub>SPM</sub> values than the cyanobacterial biomass. However, even if in euxinic waters bacteria and archaea are predominant in terms of number of individuals compared to cyanobacteria (<xref ref-type="bibr" rid="B28">Hugoni et&#x20;al., 2018</xref>), biomass estimations from cells abundance measurements and biovolumes show that cyanobacteria remain by far the main constituent of the biomass (<xref ref-type="fig" rid="F3">Figure&#x20;3F</xref>) and are responsible of most of the primary production in the lake (<xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>). Therefore, in spite of their coincidence with a strong biodiversity change, the combined C/N decrease and &#x3b4;<sup>15</sup>N<sub>SPM</sub> increase in euxinic waters are not directly related to&#x20;it.</p>
</sec>
<sec id="s4-4">
<title>Ammonium Assimilation by Cyanobacteria in the Euxinic and Aphotic Bottom Waters</title>
<p>In this section, we investigate the possibility that the combined C/N decrease and &#x3b4;<sup>15</sup>N<sub>SPM</sub> increase in the euxinic waters reflect NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation and storage by cyanobacteria (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). As previously shown in modern alkaline anoxic settings (e.g., Lonar Lake, <xref ref-type="bibr" rid="B41">Menzel et&#x20;al., 2013</xref>), pH controls the dissolved reduced nitrogen speciation through the reaction of NH<sub>4</sub>
<sup>&#x2b;</sup> dissociation to NH<sub>3</sub> (i.e.,&#x20;<xref ref-type="disp-formula" rid="e1">Eq. 1</xref> below, <xref ref-type="bibr" rid="B36">Li et&#x20;al., 2012</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mtext>H</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>At isotope equilibrium the isotope exchange between NH<sub>4</sub>
<sup>&#x2b;</sup> and NH<sub>3</sub> is associated with a strong isotopic fractionation (i.e.,&#x20;of 45&#x2009;&#x2030; at 23&#xb0;C, <xref ref-type="bibr" rid="B36">Li et&#x20;al., 2012</xref>), forming <sup>15</sup>N-depleted NH<sub>3</sub> and <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup>. Considering an average temperature of 30&#xb0;C in the NH<sub>4</sub>
<sup>&#x2b;</sup>-rich part of the Dziani Dzaha water column (<xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>; <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>), and based on the equations proposed in <xref ref-type="bibr" rid="B36">Li et&#x20;al. (2012)</xref>, the pKa of acid-base couple (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>) is of 9.09 in the Dziani Dzaha conditions. Considering this and the minimum and maximum pH values observed in the NH<sub>4</sub>
<sup>&#x2b;</sup>-rich and euxinic waters of the Dziani Dzaha (i.e.,&#x20;close to 9 in April 2012 and 9.5 in April 2014), between 45 and 72% of the NH<sub>4</sub>
<sup>&#x2b;</sup> is dissociated in NH<sub>3</sub>, enriching NH<sub>4</sub>
<sup>&#x2b;</sup> in <sup>15</sup>N by about 20&#x2030; and 32&#x2030;&#x2009;, respectively at pH 9 and 9.5, compared to the total dissolved inorganic nitrogen. These values represent a qualitative estimation of the dissolved NH<sub>4</sub>
<sup>&#x2b;</sup> isotopic signatures range in equilibrium with ammonia, which strongly depends on variations of both pH values and total dissolved inorganic nitrogen &#x3b4;<sup>15</sup>N.</p>
<p>
<italic>Arthrospira fusiformis,</italic> the main cyanobacteria species that constitute most of the biomass in the Dziani Dzaha, is known to harbour aerotopes (gas vacuoles) that enhance cell buoyancy, and cyanophycin-rich granules increasing nitrogen intracellular storage capacity (<xref ref-type="bibr" rid="B15">Cellamare et&#x20;al., 2018</xref>). These characteristics are consistent with a vertical migration process where cells increase in density during photosynthesis in lit layer, which makes them sink in the NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub>-rich water where they store nitrogen as cyanophycin or in phycobilisomes. When they reach aphotic waters, photosynthesis stops and respiration reduces their cell density, allowing them to move upward (<xref ref-type="bibr" rid="B14">Carey et&#x20;al., 2012</xref>). However, when the lake is stratified and its deep waters are euxinic, this process could eventually lead to a death trap due the combination of the sulfide toxicity. The fact that the <sup>15</sup>N-enrichment and C/N decrease of suspended particles is limited to the euxinic waters at times of stratification could thus reflect the assimilation of this <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup> by cyanobacteria, and their entrapment below the halocline. This would also be compatible with the delayed increase in NH<sub>3</sub>/NH<sub>4</sub>
<sup>&#x2b;</sup> concentration in the first meter below the halocline (compared to CH<sub>4</sub> and H<sub>2</sub>S<sup>&#x2b;</sup>/H S<sup>&#x2212;</sup>) where cyanobacteria might still be active enough to assimilate NH<sub>4</sub>
<sup>&#x2b;</sup> efficiently. In addition, &#x3b4;<sup>15</sup>N<sub>SPM</sub> in the euxinic and NH<sub>3</sub>/NH<sub>4</sub>
<sup>&#x2b;</sup>-rich waters shows an average value close to 12&#x2009;&#x2030; (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), which represents an isotopic enrichment of only about 5&#x2009;&#x2030; compared to the &#x3b4;<sup>15</sup>N<sub>SPM</sub> observed in surface water despite the estimated &#x3b4;<sup>15</sup>N values of dissolved NH<sub>4</sub>
<sup>&#x2b;</sup> in the NH<sub>3</sub>/NH<sub>4</sub>
<sup>&#x2b;</sup>-rich waters comprised between 20&#x2030; and 32&#x2009;&#x2030;. This is most likely related to the fact that NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation favours <sup>14</sup>N uptake (<xref ref-type="bibr" rid="B51">Pennock et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B68">Vo et&#x20;al., 2013</xref>) and that only up to approximately 29% of the total nitrogen in the <sup>15</sup>N-enriched cyanobacterial biomass originated from assimilation of <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup> according to the change in C/N ratio. Finally, &#x3b4;<sup>15</sup>N<sub>SPM</sub> values in the euxinic waters vary by only 1&#x2009;&#x2030;between 2012 and 2014 in spite of significant the variations of pH and NH<sub>4</sub>
<sup>&#x2b;</sup>/NH<sub>3</sub> dissolved concentrations which impact of the &#x3b4;<sup>15</sup>N of NH<sub>4</sub>
<sup>&#x2b;</sup> may have balanced each other. Unfortunately, this cannot be assessed further here as in the absence of measurement of the total dissolved inorganic nitrogen &#x3b4;<sup>15</sup>N in 2012 and&#x20;2014.</p>
</sec>
<sec id="s4-5">
<title>Preservation Bias Towards <sup>15</sup>N-Enriched Cyanobacteria</title>
<p>Ammonium assimilation and storage by cyanobacteria, beyond accounting for the &#x3b4;<sup>15</sup>N<sub>SPM</sub> increase in the euxinic waters, also explains the fact that the sediment &#x3b4;<sup>15</sup>N is biased towards the &#x3b4;<sup>15</sup>N of <sup>15</sup>N-enriched cyanobacteria, even at shallow depths where the water column remains oxic. The high buoyancy of cyanobacteria that allows them to move vertically in the water column when they are alive and active, also prevents them from sinking quickly to the surface sediment when they are dead. This is consistent with the fact that although the Dziani Dzaha is a highly productive and shallow lacustrine system exhibiting highly favourable conditions for the preservation of organic matter (e.g., <xref ref-type="bibr" rid="B32">Leboulanger et&#x20;al., 2017</xref>), the proportion of the net primary production preserved in the sediments is only of 2.9% (<xref ref-type="bibr" rid="B10">Cadeau et&#x20;al., 2020</xref>), e.g., only slightly higher than the maximum value estimated in the stratified and euxinic Black Sea basin (i.e.,&#x20;0.5&#x2013;1.8%, <xref ref-type="bibr" rid="B29">Karl and Knauer., 1991</xref>).</p>
<p>As shown by the chlorophyll a and biomass data (<xref ref-type="fig" rid="F3">Figures 3F,G</xref>), when the water column is sulfide-free (i.e.,&#x20;up to 2 or 14&#xa0;m depth according to the stratified or non-stratified period, respectively), most cyanobacteria are active and the amount of biomass is stable with depth. Their high buoyancy, together with the wind agitation of the surface waters that propagates down to the lake bottom when it is non-stratified (as shown by the similarity between surface and bottom water temperatures and their high amplitude temporal changes, <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>), probably limits the export of organic matter to the sediment. Preferential organic matter export would thus probably occur from the bottom waters when the lake is density stratified and the mixing dynamics of bottom waters strongly reduced (as shown by the very dissimilar surface and bottom water temperatures with constant temperatures in bottom waters unaffected by the high frequency changes in surface temperatures, <xref ref-type="bibr" rid="B55">Sarazin et&#x20;al., 2020</xref>), allowing the dead or weakened cyanobacteria to sink in the water column and accumulate in the sediment.</p>
<p>In the shallow parts of the lake (i.e.,&#x20;up to 2&#xa0;m depth), cyanobacteria remain active all year long, even when they settle down onto the water/sediment interface as suggested by observation of a green surface layer in the flocs resting on the top of the shallow sediment cores. Since the water column is never euxinic and NH<sub>4</sub>
<sup>&#x2b;</sup>-rich at shallow depth, we would not expect shallow surface sediments to be <sup>15</sup>N-enriched, and yet they are. It is most probable that the interstitial waters of the colloidal floc and surface sediments are probably anoxic and NH<sub>3</sub>/NH<sub>4</sub>
<sup>&#x2b;</sup>-rich and that <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup> is assimilated by cyanobacteria when they reach the floc, explaining the increase observed in the sedimentary &#x3b4;<sup>15</sup>N values even at shallow&#x20;sites.</p>
<p>Finally, NH<sub>4</sub>
<sup>&#x2b;</sup> incorporation into clay minerals could also contribute to modifying the sediment &#x3b4;<sup>15</sup>N towards more positive values (<xref ref-type="bibr" rid="B48">Muller, 1977</xref>). Indeed, the shallowest sediment cores (e.g., C10) contain half the amount of organic matter than those collected at 4 and 18&#xa0;m depths (i.e.,&#x20;C4 and C6 respectively) (<xref ref-type="bibr" rid="B44">Milesi et&#x20;al., 2019</xref>), and a higher clay mineral (e.g., saponite) content (<xref ref-type="bibr" rid="B44">Milesi et&#x20;al., 2019</xref>). Pore waters pH being basic within the first 30&#xa0;cm studied here (<xref ref-type="bibr" rid="B44">Milesi et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B43">Milesi et&#x20;al., 2020</xref>), NH<sub>4</sub>
<sup>&#x2b;</sup> is also <sup>15</sup>N-enriched by isotope equilibrium with NH<sub>3</sub>. An incorporation of <sup>15</sup>N-enriched ammonium into clay minerals by substituting for K<sup>&#x2b;</sup> could make the sediments isotopically heavier in all sediment cores (<xref ref-type="bibr" rid="B48">Muller, 1977</xref>; <xref ref-type="bibr" rid="B62">Stueken et&#x20;al., 2019</xref>), especially into the core C10 presenting a higher clay mineral content (<xref ref-type="bibr" rid="B44">Milesi et&#x20;al., 2019</xref>). Still, although this process cannot be ignored, it is probably not significant compared to the nitrogen input from primary producers (at the surface or deep in the water column), because organic matter content in all sediment cores remains significant and the proportion of ammonium potentially incorporated into the clay mineral fraction would represent only a small fraction of the overall clay mineral content.</p>
<p>Nitrogen isotopic signatures recorded in the Dziani Dzaha surface sediments would then result from a combination of 1) the cyanobacterial initial biomass with its original &#x3b4;<sup>15</sup>N acquired from surface waters, 2) their nitrogen storage compartments with more positive &#x3b4;<sup>15</sup>N values acquired through <sup>15</sup>N-enriched ammonium assimilation in the euxinic part of the water column, in the floc or in the sediments interstitial waters, and possibly in a lesser extent 3) some abiotic incorporation of <sup>15</sup>N-enriched ammonium into authigenic silicates.</p>
</sec>
<sec id="s4-6">
<title>Implication for &#x3b4;<sup>15</sup>N Interpretations</title>
<p>As previously suggested, albeit for a different reason, these results confirm that basic pH conditions have a strong control on the sedimentary nitrogen isotopic signature, which hence represents an useful tool to track such geological settings over times (e.g., <xref ref-type="bibr" rid="B62">Stueken et&#x20;al., 2019</xref>). However to date, the mechanisms envisioned to explain the overall <sup>15</sup>N enrichment of sediment in modern or past basic lakes are NH<sub>4</sub>
<sup>&#x2b;</sup> isotope equilibrium with NH<sub>3</sub> coupled to NH<sub>3</sub> volatilization into the atmosphere and/or denitrification or anammox (e.g., <xref ref-type="bibr" rid="B41">Menzel et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B60">Stueken et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B62">Stueken et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B59">Stueken et&#x20;al., 2020</xref>). Our results demonstrate that additional processes to those commonly used to explain these high values can contribute to increase the sedimentary &#x3b4;<sup>15</sup>N. Indeed, in the Dziani Dzaha Lake a significant isotopic <sup>15</sup>N enrichment is observed at depths within the water column and/or directly within surface sediments. We propose here that it is mainly due to <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation by cyanobacteria either in the deep-water column or in surface sediments. The most important aspect of this result is that the primary producer &#x3b4;<sup>15</sup>N values observed in the surface water of the Dziani Dzaha Lake are not well recorded in surface sediments. This represents a strong contradiction with one of the main assumptions underlying the use of nitrogen isotope compositions as a tool for the reconstruction of the past nitrogen cycle: i.e.,&#x20;that sediment &#x3b4;<sup>15</sup>N values record those acquired by primary producers, themselves recording the &#x3b4;<sup>15</sup>N value of the nitrogen species assimilated in the photic zone (e.g., <xref ref-type="bibr" rid="B1">Ader et&#x20;al., 2016</xref>). This hypothesis is well established for all previously studied modern continental platforms or anoxic basins, which are usually characterised by high export production, low oxygen content and high organic matter preservation (e.g., <xref ref-type="bibr" rid="B52">Pride et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B3">Altabet et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B18">Emmer and Thunell, 2000</xref>; <xref ref-type="bibr" rid="B66">Thunell and Kepple, 2004</xref>; <xref ref-type="bibr" rid="B67">Thunell et&#x20;al., 2004</xref>). But our results show that it may not apply to ammonium replete environments or paleo-environments of the Precambrian, which are thought to have been inhabited by dominantly microbial ecosystems (e.g., <xref ref-type="bibr" rid="B9">Butterfield., 2015</xref>), in which cyanobacteria were responsible for the bulk of the primary productivity.</p>
<p>Depending on the water pH, the ability of cyanobacteria to assimilate ammonium when sinking in the water column may have various impacts on their initial &#x3b4;<sup>15</sup>N. Although under basic settings, the large isotopic fractionation associated with NH<sub>4</sub>
<sup>&#x2b;</sup> dissociation into NH<sub>3</sub> leads to <sup>15</sup>N enrichment through the assimilation of <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup>, NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation is associated with an isotopic fractionation that favours <sup>14</sup>N and is proportional to the NH<sub>4</sub>
<sup>&#x2b;</sup> concentration (<xref ref-type="bibr" rid="B51">Pennock et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B68">Vo et&#x20;al., 2013</xref>). Hence, under the neutral condition (i.e.,&#x20;without NH<sub>4</sub>
<sup>&#x2b;</sup> dissociation into NH<sub>3</sub>), NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation could modify the cyanobacteria &#x3b4;<sup>15</sup>N towards more negative isotopic values, leading, if ignored, to an underestimation of the assimilated nitrogen &#x3b4;<sup>15</sup>N in such settings. For instance, in the Dziani Dzaha Lake the total dissolved nitrogen &#x3b4;<sup>15</sup>N in the water column (i.e.,&#x20;NH<sub>4</sub>
<sup>&#x2b;</sup> and NH<sub>3</sub>) exhibits an isotopic value close to 7&#x2030;&#x2009;. If the pH values in the Dziani Dzaha were neutral, NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation could have modified the &#x3b4;<sup>15</sup>N of primary producers towards negative values. These findings require further consideration about the reliability of paleoenvironmental evidences provided by the &#x3b4;<sup>15</sup>N in such stratified and NH<sub>4</sub>
<sup>&#x2b;</sup>-rich settings.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The Dziani Dzaha is an atypical modern lacustrine system in which specific biological (e.g., predominantly cyanobacterial biomass) and chemical (e.g., low O<sub>2</sub>, high NH<sub>3</sub>/NH<sub>4</sub>
<sup>&#x2b;</sup>, euxinia and high pH) features appear to significantly modify both the C/N ratio and the nitrogen isotopic signature of primary producers during their export to the sediments.</p>
<p>Here we propose that this pattern is due to the assimilation and storage of <sup>15</sup>N-enriched NH<sub>4</sub>
<sup>&#x2b;</sup> by cyanobacteria as they sink through the euxinic part of the water column and settle in the surface sediments. This observation challenges the basic assumption that systematically underlies the use of this isotopic tool in paleoenvironmental reconstructions: i.e.,&#x20;that sediment &#x3b4;<sup>15</sup>N values record those that the primary producers have acquired in the photic zone. Although atypical compared to modern environments, the Dziani Dzaha features are likely representative of the past, especially before the advent of multicellular organisms and the oxygenation of the atmosphere and the ocean during the Proterozoic (<xref ref-type="bibr" rid="B37">Logan et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B35">Lenton et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B39">Lyons et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B9">Butterfield, 2015</xref>). While in the Dziani Dzaha case the basic pH conditions are responsible for an isotopic enrichment of the nitrogen isotopic composition of organic matter, the same process in a neutral environment would lead to a <sup>15</sup>N-depletion. Hence, more generally, NH<sub>4</sub>
<sup>&#x2b;</sup> assimilation by cyanobacteria while they sink through an anoxic and NH<sub>4</sub>
<sup>&#x2b;</sup>-rich water column may shift the isotopic signatures of the sinking particulate matter to more positive or negative isotopic values than those initially acquired in surface waters, depending on the pH of the environment considered. This could have significant implications for the interpretation of &#x3b4;<sup>15</sup>N in the sedimentary record and hence for our understanding of the evolution of the nitrogen cycle over geological&#x20;time.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>MA and CL designed the study and supervised PC PhD thesis. DJ, CC, and MA performed ammonium isotopic analyses. PC performed all other isotopic analyses and took the lead in the interpretation and writing the original draft. All authors contributed to at least one fieldtrip mission and provided critical feedback in shaping both the research results and the manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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