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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.2025.1485853</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>Diazotroph-derived nitrogen release and transfer under varying light intensity: insights from co-culture studies</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Hu</surname>
<given-names>Xiaohua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2824467"/>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wen</surname>
<given-names>Zuozhu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Tingwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hong</surname>
<given-names>Haizheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Marine Environmental Science, Xiamen University</institution>, <addr-line>Xiamen, Fujian</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of the Environment and Ecology, Xiamen University</institution>, <addr-line>Xiamen, Fujian</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Ocean and Earth Sciences, Xiamen University</institution>, <addr-line>Xiamen, Fujian</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Eric A. Webb, University of Southern California, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Wanchun Guan, Wenzhou Medical University, China</p>
<p>Pengbing Pei, Shantou University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Haizheng Hong, <email xlink:href="mailto:honghz@xmu.edu.cn">honghz@xmu.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1485853</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Hu, Wen, Luo and Hong</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Hu, Wen, Luo and Hong</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Biological dinitrogen (N<sub>2</sub>) fixation is a major source of new N to surface seawater, sustaining ocean productivity. However, the fate of diazotroph-derived nitrogen (DDN), specifically its release and transfer, and the factors controlling these processes, remain poorly understood. Here, we established stable co-cultures of the major diazotrophs, filamentous <italic>Trichodesmium erythraeum</italic> IMS101 and unicellular <italic>Crocosphaera watsonii</italic> WH8501, with the pico-cyanobacterium <italic>Synechococcus</italic> sp. WH8102, to explore the intrinsic differences in DDN release and transfer between diazotroph strains. We found that <italic>T. erythraeum</italic> released similar amounts of DDN as <italic>C. watsonii</italic>, but had a significantly higher DDN transfer efficiency for supporting <italic>Synechococcus</italic> cell growth. These results implied a higher bioavailability of fixed N released by <italic>T. erythraeum</italic> than by <italic>C. watsonii</italic>. Additionally, we showed that elevated light levels significantly enhanced <italic>T. erythraeum</italic> DDN release and transfer. Our results provide new insights into the fate of N fixed by different diazotrophs and the environmental factors that control the process.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Trichodesmium</italic>
</kwd>
<kwd>
<italic>Crocosphaera</italic>
</kwd>
<kwd>DDN release</kwd>
<kwd>DDN transfer</kwd>
<kwd>light</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="2"/>
<ref-count count="49"/>
<page-count count="11"/>
<word-count count="7083"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Biogeochemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The availability of fixed nitrogen (N) is a key factor controlling phytoplankton growth throughout most of the oligotrophic oceans (<xref ref-type="bibr" rid="B38">Moore et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B16">Browning and Moore, 2023</xref>). In N-limited regions, diazotrophs convert the abundant N<sub>2</sub> gas into ammonia, providing significant bioavailable N that fuels primary production (<xref ref-type="bibr" rid="B22">Gruber and Galloway, 2008</xref>). Several studies have been conducted in recent decades to determine the biogeographical distribution and controlling factors of diazotrophs in the global oceans (<xref ref-type="bibr" rid="B35">Mills et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B45">Sohm et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B49">Zehr, 2011</xref>; <xref ref-type="bibr" rid="B47">Wen et&#xa0;al., 2022</xref>). However, less attention has been given to the fate of the diazotroph-derived nitrogen (DDN) in marine ecosystems, particularly its release into the dissolved pool and its potential transfer to the other pelagic plankton. Understanding these processes and their controlling factors are essential for explaining the full impact of diazotrophs on marine N cycles, primary production, and carbon (C) export (<xref ref-type="bibr" rid="B39">Mulholland, 2007</xref>).</p>
<p>The filamentous cyanobacteria <italic>Trichodesmium</italic> and the free-living unicellular cyanobacterium (<italic>Crocosphaera</italic>) are the two main N<sub>2</sub>-fixers throughout the (sub)tropical oligotrophic ocean (<xref ref-type="bibr" rid="B19">Capone et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B33">Masuda et&#xa0;al., 2024</xref>). However, studies of the release and transfer of diazotroph fixed N have predominantly focused on <italic>Trichodesmium</italic>, which has been reported to release 6&#x2212;90% of its newly fixed N into the dissolved pool (<xref ref-type="bibr" rid="B29">Konno et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B4">Benavides et&#xa0;al., 2013b</xref>; <xref ref-type="bibr" rid="B9">Berthelot et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B10">Bonnet et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B7">Berthelot et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B17">Caffin et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B31">Lu et&#xa0;al., 2018</xref>). Previous studies showed that only 15&#x2212;20% of cells within a <italic>Trichodesmium</italic> trichome are capable of fixing N (diazocytes), while the remaining cells (vegetative cells) in a filament rely heavily on the bioavailable N supplied by the diazocytes (<xref ref-type="bibr" rid="B6">Berman-Frank et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B40">Mulholland et&#xa0;al., 2004</xref>). This indicates that the newly fixed N by diazocytes could be actively released into the surrounding environment and subsequently taken up by the vegetative cells and potentially other co-existing plankton (<xref ref-type="bibr" rid="B40">Mulholland et&#xa0;al., 2004</xref>). In addition, the release of DDN in natural water is not solely tied to active physiological processes but also results from dying diazotrophic cells through viral lysis, sloppy feeding, programmed cell death, etc (<xref ref-type="bibr" rid="B41">ONeil et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B25">Hewson et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B5">Berman-Frank et&#xa0;al., 2004</xref>). The released DDN can be subsequently used by other plankton in the surrounding water. For example, several studies performed in the western tropical South Pacific Ocean (WTSP) showed that 6&#x2212;12% of <italic>Trichodesmium</italic> fixed N was transferred to non-diazotrophic plankton using nanometer scale secondary ion mass spectrometry (nanoSIMS) coupled with <sup>15</sup>N isotopic labelling and flow cytometry cell sorting (<xref ref-type="bibr" rid="B12">Bonnet et al., 2016c</xref>; <xref ref-type="bibr" rid="B9">Berthelot et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B17">Caffin et al., 2018</xref>).</p>
<p>Compared to <italic>Trichodesmium</italic>, less is known about the DDN release and transfer by <italic>Crocosphaera</italic>, which exhibits a distinctly different cell size, morphology and N<sub>2</sub> fixation pattern (<xref ref-type="bibr" rid="B5">Berman-Frank et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B33">Masuda et&#xa0;al., 2024</xref>). For example, <italic>Crocosphaera</italic> fixes N at night while <italic>Trichodesmium</italic> fixes N during the day. Moreover, <italic>Crocosphaera</italic> has a higher competitive capability for combining N (<xref ref-type="bibr" rid="B32">Masuda et&#xa0;al., 2022</xref>), potentially affect the utilization of its released DDN by other non-diazotrophs. Consequently, DDN fixed by <italic>Crocosphaera</italic> may have a distinctly different fate in the marine ecosystem to that released from <italic>Trichodesmium</italic>.</p>
<p>There have been few direct comparative studies of DDN release and transfer between <italic>Trichodesmium</italic> and <italic>Crocosphaera</italic>. A field study conducted in the WTSP found that &#x223c;20&#x2013;40% of the fixed N was released to the dissolved pool when <italic>Trichodesmium</italic> dominated, while the DDN release was not quantifiable when <italic>Crocosphaera</italic> dominated (<xref ref-type="bibr" rid="B17">Caffin et&#xa0;al., 2018</xref>). In other studies, no significant difference was found in the DDN release (&lt;10.3%) between <italic>Trichodesmium</italic> and <italic>Crocosphaera</italic> (<xref ref-type="bibr" rid="B8">Berthelot et&#xa0;al., 2015</xref>, <xref ref-type="bibr" rid="B9">2016</xref>). For DDN transfer in artificially induced blooms, the efficiency of DDN transfer by <italic>Crocosphaera</italic> (4&#x2212;5%) was only half that of <italic>Trichodesmium</italic> (~12%) (<xref ref-type="bibr" rid="B9">Berthelot et&#xa0;al., 2016</xref>). In contrast, field studies in similar regions reported higher transfer efficiencies for a <italic>Crocosphaera</italic>-dominated diazotroph community (15 &#xb1; 3%) than for a <italic>Trichodesmium</italic>-dominated diazotroph community (9 &#xb1; 3%) (<xref ref-type="bibr" rid="B17">Caffin et&#xa0;al., 2018</xref>). These contradictory results suggest that further comparative studies are needed to understand the intrinsic differences between the DDN release and transfer of the two types of diazotrophs.</p>
<p>Additionally, environmental factors such as temperature, nutrients, and light intensity regulate the N<sub>2</sub> fixation in <italic>Trichodesmium</italic> (<xref ref-type="bibr" rid="B2">Bell and Fu, 2005</xref>; <xref ref-type="bibr" rid="B14">Breitbarth et&#xa0;al., 2008</xref>), and thus may also impact DDN release and transfer. For example, a <italic>Trichodesmium</italic> culture study showed that exposure to high-light levels significantly enhanced the release of fixed N in the form of ammonium (NH<sub>4</sub>
<sup>+</sup>) and dissolved organic N (DON) (<xref ref-type="bibr" rid="B46">Wannicke et&#xa0;al., 2009</xref>). However, field incubation experiments have shown that the percentage of DDN released into the dissolved phase increases with a decline in light intensity (<xref ref-type="bibr" rid="B31">Lu et&#xa0;al., 2018</xref>). These results indicate that changes in light intensity modulate the release of fixed N from diazotrophs. It is unclear why the results vary between culture and field studies, and further studies are therefore needed to confirm how changes in light intensity impact diazotrophic DDN release and transfer.</p>
<p>Here, we established a co-culture of diazotrophs (<italic>Trichodesmium erythraeum</italic> IMS101 and <italic>Crocosphaera watsonii</italic> WH8501) with a non-diazotrophic pico-cyanobacteria <italic>Synechococcus</italic> sp. WH8102 under various light intensities. The ecological niches of the two diazotrophs and <italic>Synechococcus</italic> partially overlap (<xref ref-type="bibr" rid="B18">Campbell et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B21">Flombaum et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B43">Shao et&#xa0;al., 2023</xref>). The aim was to determine the differences in DDN release and transfer between <italic>T. erythraeum</italic> and <italic>C. watsonii</italic>, and then investigate the effect of light intensity on these processes using simple co-culture systems in a laboratory setting. We found that <italic>T. erythraeum</italic> was more efficient in transferring DDN to <italic>Synechococcus</italic> than <italic>C. watsonii</italic>, although the overall release and transfer of DDN were not significantly different between the two stains. These results imply a higher bioavailability of released fixed N by <italic>T. erythraeum</italic> than <italic>C. watsonii</italic>. Additionally, we found that an increase in light intensity significantly enhanced DDN release and transfer by <italic>T. erythraeum</italic>.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Unialgal culture conditions</title>
<p>Two N<sub>2</sub>-fixing cyanobacteria, <italic>T. erythraeum</italic> IMS101 and <italic>C. watsonii</italic> WH8501, along with one non- N<sub>2</sub>-fixing pico-cyanobacterium, <italic>Synechococcus</italic> sp. WH8102, were cultured. <italic>T</italic>. <italic>erythraeum</italic> and <italic>C. watsonii</italic> were grown in Aquil-tricho medium (<xref ref-type="bibr" rid="B26">Hong et&#xa0;al., 2017</xref>) prepared with 0.22 &#xb5;m-filtered and microwave-sterilized oligotrophic western North Pacific surface water. The medium was enriched with chelexed and filter-sterilized NaH<sub>2</sub>PO<sub>4</sub>, and supplied with filter-sterilized vitamins and trace metals, buffered with 5 &#xb5;M EDTA. <italic>Synechococcus</italic> was also grown in Aquil-tricho medium but was enriched with 100 &#xb5;M NaNO<sub>3</sub>.</p>
<p>All algae were pre-adapted to a light intensity of 200 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> by semi-continuous culturing for more than six months. The light level was monitored using a spherical light meter (QSL-2100, Biospherical Instruments Inc., San Diego CA, USA). The light intensity measured using the spherical light meter was approximately 2.5 times greater than that measured using a flat light meter (~80 &#xb5;E m<sup>-2</sup> s<sup>-1</sup>). Cultures were maintained in the exponential growth stage at 27&#xb0;C with a 14:10 h light&#x2212;dark cycle in an algal growth chamber (AGC-850, Firstek Corp, China) before starting the co-culture. Strict sterile techniques were applied for culturing and experimental manipulations.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Co-culture setup</title>
<p>Exponentially growing <italic>Synechococcus</italic> was transferred to an inorganic-N-free Aquil-tricho medium for a 2-day N-starvation acclimation, during which cell growth ceased (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). The N-starved <italic>Synechococcus</italic> was then transferred separately into exponentially growing <italic>T. erythraeum</italic> and <italic>C. watsonii</italic> cultures, and co-cultured under the same conditions as the monoculture of <italic>T. erythraeum</italic> and <italic>C. watsonii</italic>. To achieve the exponential growth of diazotrophs and <italic>Synechococcus</italic> in the co-culture systems, inoculation ratios were optimized in the preliminary experiments. The optimized inoculation ratios were <italic>Synechococcus</italic>: <italic>T. erythraeum</italic> = ~5&#x2212;8:1 (cell number: cell number), and <italic>Synechococcus</italic>: <italic>C. watsonii</italic> = 0.003:1 (cell number: cell number), respectively, which ensured a similar growth rate of <italic>Synechococcus</italic> in both co-cultures (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). To minimize the impact of the inoculation process, the volume of the <italic>Synechococcus</italic> culture transferred was kept to less than 7% of the <italic>T. erythraeum</italic> and <italic>C. watsonii</italic> culture volumes. In the co-culture system, N fixed by diazotrophs was the sole N source supporting <italic>Synechococcus</italic> growth. Both the diazotrophs and <italic>Synechococcus</italic> in the co-cultures continued exponential growth for at least 3 days (as shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), after which an aliquots of the co-cultures were spiked with <sup>15</sup>N<sub>2</sub> gas (98.9 atom%, Cambridge Isotope Laboratories, Lot #: I-21065/AR0664758) and incubated for another 24 h to determine the total N<sub>2</sub> fixation rate of diazotrophs, as well as the DDN release to the dissolved phase and DDN transfer to <italic>Synechococcus</italic>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Growth rates (d<sup>-1</sup>) of <italic>Synechococcus</italic> and two diazotrophs, <italic>Trichodesmium erythraeum</italic> and <italic>Crocosphaera watsonii</italic>, and the total N<sub>2</sub> fixation rates (pmol N cell<sup>-1</sup> d<sup>-1</sup>) of the two diazotrophs in the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> and <italic>C. watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture systems under different light intensities (70, 200, and 750 &#xb5;E m<sup>-2</sup> s<sup>-1</sup>).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Light</th>
<th valign="middle" rowspan="2" align="center">Co-culture</th>
<th valign="middle" rowspan="2" align="center">n</th>
<th valign="middle" colspan="2" align="center">Growth rate (d<sup>-1</sup>)</th>
<th valign="middle" rowspan="2" align="center">Total N<sub>2</sub> fixation rate<break/>(pmol cell<sup>-1</sup> d<sup>-1</sup>)</th>
<th valign="middle" align="center">Initial inoculation ratio<break/>Syne: Diazotroph:</th>
</tr>
<tr>
<th valign="middle" align="center">(&#xb5;E m<sup>-2</sup> s<sup>-1</sup>)</th>
<th valign="middle" align="center">Diazotroph</th>
<th valign="middle" align="center">Syne</th>
<th valign="middle" align="center">(cell number: cell number)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">70</td>
<td valign="middle" rowspan="3" align="center">Tricho-Syne</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0.32 &#xb1; 0.00</td>
<td valign="middle" align="center">0.24 &#xb1; 0.07</td>
<td valign="middle" align="center">0.18 &#xb1; 0.01</td>
<td valign="middle" rowspan="3" align="center">5~8: 1</td>
</tr>
<tr>
<td valign="middle" align="center">200</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0.43 &#xb1; 0.02</td>
<td valign="middle" align="center">0.33 &#xb1; 0.03</td>
<td valign="middle" align="center">0.31 &#xb1; 0.05</td>
</tr>
<tr>
<td valign="middle" align="center">750</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0.34 &#xb1; 0.00</td>
<td valign="middle" align="center">0.66 &#xb1; 0.03</td>
<td valign="middle" align="center">0.23 &#xb1; 0.00</td>
</tr>
<tr>
<td valign="middle" align="center">200</td>
<td valign="middle" align="center">Croco-Syne</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">0.40 &#xb1; 0.01</td>
<td valign="middle" align="center">0.30 &#xb1; 0.02</td>
<td valign="middle" align="center">0.02 &#xb1; 0.00</td>
<td valign="middle" align="center">0.003: 1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>To set up the co-culture systems in which diazotrophs and <italic>Synechococcus</italic> all sustained exponential growth, the initial inoculation ratios of <italic>Synechococcus</italic> versus diazotroph (cell number: cell number) were optimized in the preliminary experiments, and the optimized inoculation ratios used in this study were presented in the table. The total N<sub>2</sub> fixation rates are the total formation rates of diazotroph-derived nitrogen (DDN) in the co-culture systems, including both the particulate and dissolved fractions, and were normalized to diazotroph cell abundance (cell-specific, pmol N cell<sup>-1</sup> d<sup>-1</sup>). Data are presented as the mean &#xb1; SD (n is the number of biological replicates).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Exponential growth of <italic>Trichodesmium erythraeum</italic> IMS101, <italic>Crocosphaera watsonii</italic> WH8501, and <italic>Synechococcus</italic> sp. WH8102 in the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> and <italic>C</italic>. <italic>watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture systems under a light intensity of 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>. <bold>(A)</bold> Growth rates of <italic>T. erythraeum</italic> (<italic>&#x3bc;<sub>Tricho</sub>
</italic>, red) and <italic>Synechococcus</italic> (<italic>&#x3bc;<sub>Syne</sub>
</italic>, black) in their co-culture systems. <bold>(B)</bold> Growth rates of <italic>C</italic>. <italic>watsonii</italic> (<italic>&#x3bc;<sub>Crocos</sub>
</italic>, red) and <italic>Synechococcus</italic> (<italic>&#x3bc;<sub>Syne</sub>
</italic>, black) in their co-culture systems. The <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> co-culture systems were set up at the optimized initial inoculation ratio of ~ 6:1 (<italic>Synechococcus</italic> cell number: <italic>T. erythraeum</italic> cell number), and <italic>C</italic>. <italic>watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture systems were 0.003:1 (<italic>Synechococcus</italic> cell number: <italic>C. watsonii</italic> cell number), to achieve the exponential growth of both strains. The growth of <italic>T. erythraeum</italic> was monitored daily by measuring the Chl a concentration, while the growth of <italic>C</italic>. <italic>watsonii</italic> and <italic>Synechococcus</italic> was monitored daily through the measurement of cell abundance. Error bars represent the standard deviation of biological replicates (n = 3 in the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> co-culture experiment, n = 4 in the <italic>C</italic>. <italic>watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture experiment).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1485853-g001.tif"/>
</fig>
<p>To explore the impact of light intensity on DDN release and transfer, <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> were adapted to a lower light intensity of 70 &#xb5;E m<sup>-2</sup> s<sup>-1</sup>, and a higher light intensity of 750 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> for at least 3 months. Subsequently co-cultures of <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> were established as described above. Additionally, to examine DDN release and transfer at an even higher light intensity, e.g., 1100 and 1800 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> (approximately equal to full noon sunlight on a cloudless day) (<xref ref-type="bibr" rid="B31">Lu et&#xa0;al., 2018</xref>), at which the stable exponential growth of <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> could not be achieved due to a strong light inhibition effect, we conducted short-term (24-h) mixed incubations that were enriched with <sup>15</sup>N.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Chlorophyll a (Chl a), cell concentration, and growth rate</title>
<p>In the monoculture and co-cultures, <italic>T. erythraeum</italic> growth was monitored by daily measurements of the Chl a concentration. Briefly, <italic>T. erythraeum</italic> cells were collected by filtration onto 3-&#x3bc;m pore size polycarbonate membrane filters (PC, Millipore, Burlington, MA, USA). In the co-culture systems, because the cell size of <italic>Synechococcus</italic> was typically less than 1.5 &#x3bc;m, <italic>Synechococcus</italic> could not be trapped on the 3-&#x3bc;m PC filters. The filters were heated at 65&#xb0;C for 6 min in 90% (vol/vol) methanol. After extraction, the filters were removed, and cell debris was pelleted by centrifugation. The Chl a concentration was subsequently determined by a spectrophotometric analysis following the method described by <xref ref-type="bibr" rid="B20">Demarsac and Houmard (1988)</xref>. To count <italic>T. erythraeum</italic> cell numbers, photographs of <italic>T. erythraeum</italic> were taken using a camera (DS126281, Canon, Tokyo, Japan) connected to an inverted microscope (CKX41, Olympus, Tokyo, Japan). The total length of filaments in 1 mL culture were measured, and the cell number of ~20 filaments was counted. The average length of cells was obtained by dividing the total length of the measured filaments by their total cell number. The cell density of the culture was then calculated by dividing the total length of filaments in 1 mL culture by the average cell length. The Chl a per cell was calculated by dividing the Chl a concentration by the cell density.</p>
<p>The growth of <italic>C. watsonii</italic> and <italic>Synechococcus</italic> was monitored daily by measuring cell abundance using flow cytometry (Accuri&#x2122; C6, BD Biosciences, Franklin Lakes, NJ, USA). Briefly, samples were collected in 2 mL centrifuge tubes and preserved in freshly prepared 0.2-&#x3bc;m-filtered glutaraldehyde (0.5% vol/vol final concentration). After fixation in the dark for 15 mins, samples were frozen in liquid nitrogen and stored at -80&#xb0;C until analysis. <italic>Synechococcus</italic> and <italic>C. watsonii</italic> cells were distinguished and quantified based on forward scatter and red fluorescence (670 nm).</p>
<p>Specific growth rates were calculated from the linear regressions of the natural logarithm of Chl a concentrations or cell densities versus time during the exponential growth phase. Each growth curve included four data points to ensure accuracy and reliability in the linear regressions.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Particulate N and C fixation rates</title>
<p>Particulate N<sub>2</sub> fixation was measured using the <sup>15</sup>N gas dissolution method (<xref ref-type="bibr" rid="B36">Mohr et&#xa0;al., 2010</xref>), while concurrently, a C fixation assay was conducted utilizing NaH<sup>13</sup>CO<sub>3</sub> (99 atom% <sup>13</sup>C, Cambridge Isotope Laboratories, Cambridge, UK). The <sup>15</sup>N<sub>2</sub> gas (98.9 atom%, Cambridge Isotope Laboratories, Lot #: I-21065/AR0664758) was tested and confirmed to be non-contaminated following the method of <xref ref-type="bibr" rid="B48">Yu et&#xa0;al. (2024)</xref>. To prepare the <sup>15</sup>N-enriched water, 5 mL of <sup>15</sup>N<sub>2</sub> gas was dissolved into 500 mL of degassed seawater. Incubations were conducted in duplicate in acid-cleaned 1-L Nalgene polycarbonate bottles. Each bottle was spiked with 30 mL of <sup>15</sup>N<sub>2</sub>-enriched water and NaH<sup>13</sup>CO<sub>3</sub> solution to a final concentration of 200 &#x3bc;M, followed by incubation in an algae chamber for 24 h. The final <sup>15</sup>N enrichment [100&#xd7;<sup>15</sup>N/(<sup>15</sup>N+<sup>14</sup>N), atom%] of the N<sub>2</sub> pool in the incubation bottles was measured using a Membrane Inlet Mass Spectrometer (MIMS), yielding a value of 1.29 &#xb1; 0.11 atom% (n = 11). Then, cells were filtered onto 25 mm pre-combusted (450&#xb0;C for 4 h) GF/75 filters (Advantec, Eden Prairie, MN, USA). Cells not enriched with <sup>15</sup>N and <sup>13</sup>C were also collected to establish the baseline enrichments for biomass <sup>15</sup>N and <sup>13</sup>C. All filters were acid fumed, dried, and then analyzed using an EA IsoLink&#x2122; IRMS system (Flash IRMS elemental analyzer coupled to a Delta V isotope ratio mass spectrometer, Thermo Fisher Scientific, Waltham, MA, USA).</p>
<p>The N and C contents of the GF/75 filter blanks were 0.06 &#xb1; 0.00 &#x3bc;mol and 1.16 &#xb1; 0.06 &#x3bc;mol, respectively, consistently lower than the N (&gt;1 &#xb5;mol) and C (&gt;10 &#xb5;mol) contents of the measured samples. The natural <sup>15</sup>N and <sup>13</sup>C enrichments of co-culture samples were ~0.366 atom% and ~1.081 atom%, respectively, which are significantly lower than the values in the samples spiked with <sup>15</sup>N<sub>2</sub> and NaH<sup>13</sup>CO<sub>3</sub> (<sup>15</sup>N&gt;0.654 atom%, <sup>13</sup>C&gt;2.724 atom%). The average reproducibility of the <sup>15</sup>N and <sup>13</sup>C measurement of the USGS-40 standard was &#xb1; 0.0002 atom% and &#xb1; 0.0005 atom% (n = 18), respectively. The <sup>15</sup>N and <sup>13</sup>C fixation rates were calculated based on methods described by <xref ref-type="bibr" rid="B37">Montoya et&#xa0;al. (1996)</xref> and <xref ref-type="bibr" rid="B23">Hama et&#xa0;al. (1983)</xref>, respectively.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Total N<sub>2</sub> fixation rate and DD<sup>15</sup>N release into the dissolved pool</title>
<p>The total N<sub>2</sub> fixation rates were the total formation rates of DDN, including both the particulate and dissolved fractions.</p>
<p>To determine the DDN released to the dissolved fractions, 50 ml of the incubation waters, both with and without <sup>15</sup>N enrichment, were filtered through 0.22 &#xb5;m pore size Millex-GP syringe filters (Millipore Express PLUS membrane, Millipore). The filtrates were preserved at -20&#xb0;C for subsequent measurement of the concentration and <sup>15</sup>N enrichment of total dissolved nitrogen (TDN).</p>
<p>For measurement of TDN concentration, TDN was oxidized to NO<sub>3</sub>
<sup>-</sup> using a purified persulfate oxidizing reagent (POR, ACS-grade, Merck, Rathway, NJ, USA) in a 12 mL 450&#xb0;C pre-combusted borosilicate glass tube (<xref ref-type="bibr" rid="B28">Knapp et&#xa0;al., 2005</xref>). The POR was recrystallized four times and prepared as alkaline POR by dissolving 6 g K<sub>2</sub>S<sub>2</sub>O<sub>8</sub> and 6 g NaOH (ACS-grade, Merck) in deionized water to a final volume of 100 mL. The residual NO<sub>3</sub>
<sup>-</sup> concentration in the POR (POR blank) was determined to be less than 2 &#x3bc;mol L<sup>-1</sup>. Following oxidation, the sample pH was adjusted to 7&#x2013;8 using 6 N HCl. The concentrations of the resulting NO<sub>3</sub>
<sup>-</sup> were measured by a chemiluminescent analysis, with a detection limit of 0.5 &#x3bc;mol L<sup>-1</sup> (<xref ref-type="bibr" rid="B13">Braman and Hendrix, 1989</xref>).</p>
<p>Isotopic analyses of <sup>15</sup>N enrichment of TDN were conducted using the denitrifier method, which involves an isotopic analysis of the nitrous oxide produced by denitrifying <italic>Pseudomonas aureofaciens</italic> (<xref ref-type="bibr" rid="B44">Sigman et&#xa0;al., 2001</xref>). These analyses were performed on a Gasbench-Isotopic Ratio Mass Spectrometer (Delta V, Thermo Fisher Scientific). The rate of DDN released into the dissolved pool was calculated following <xref ref-type="bibr" rid="B12">Bonnet et&#xa0;al. (2016c)</xref>:</p>
<disp-formula id="eq1">
<label>(1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>DDN</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>release</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mtext>ex</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>TDN</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>con</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mtext>sr</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <sup>15</sup>N<sub>ex</sub> is the <sup>15</sup>N enrichment of the TDN fraction after 24 h of incubation relative to the time zero value, TDN<sub>con</sub> is the measured TDN concentration, and <sup>15</sup>N<sub>sr</sub> is the <sup>15</sup>N enrichment of the source N<sub>2</sub> pool in the incubation bottles (as mentioned above).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Cell sorting and DD<sup>15</sup>N transfer to <italic>Synechococcus</italic>
</title>
<p>For flow cytometry sorting (to separate the <italic>Synechococcus</italic> from the co-cultured diazotrophs), 0.3 to 0.7 L of co-culture algae were concentrated onto 0.22 &#xb5;m pore size polycarbonate filters (47 mm) using a Nalgene polysulfone filtration unit (Item#: 300&#x2212;4050, Thermo Fisher Scientific). Both the filtration unit and membrane were acid-cleaned prior to use. The cells on the filter were then resuspended into 4.5 mL of filtered seawater in a cryovial, where they were then fixed and preserved using glutaraldehyde (final concentration of 0.5% vol/vol) that had been filtered through a 0.2 &#x3bc;m filter. After fixation in the dark for 15 min, samples were frozen in liquid nitrogen and stored at -80&#xb0;C until analysis.</p>
<p>Cell sorting was conducted following the method described by <xref ref-type="bibr" rid="B1">Baer et&#xa0;al. (2017)</xref>, using a BD FACSAria&#x2122; III flow cytometer equipped with 488 and 561 nm lasers and detectors for forward and side scatter at 692 and 530 nm, respectively. <italic>Synechococcus</italic> populations were determined based on forward scatter and orange fluorescence (530 nm). Pre-filtered 30&#x2030; NaCl (CAS: 7647&#x2212;14&#x2212;5, pure-grade, Sigma-Aldrich, St. Louis, MO, USA) solution was used as sheath fluid. The sorted populations were collected in 15 mL high-clarity polypropylene conical tubes (FALCON, Corning, NY, USA) and subsequently filtered onto pre-combusted GF/75 filters. Samples were then frozen in liquid nitrogen and stored at -80&#xb0;C for further analysis.</p>
<p>The PON and <sup>15</sup>N of the sorted cells were analyzed using the persulfate oxidation method coupled with the denitrifier method, respectively, as described above. The rate of DDN transferred to <italic>Synechococcus</italic> was calculated as follows:</p>
<disp-formula id="eq2">
<label>(2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>DDN</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>transfer</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mtext>syn</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>PON</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>con</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msub>
<mml:mtext>N</mml:mtext>
<mml:mrow>
<mml:mtext>sr</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>A</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <sup>15</sup>N<sub>syn</sub> is the <sup>15</sup>N enrichment of <italic>Synechococcus</italic> after 24 h of incubation relative to the time zero value, PON<sub>con</sub> is the particulate organic nitrogen content of the sorted <italic>Synechococcus</italic> (fmol cell<sup>-1</sup>), A is the abundance of <italic>Synechococcus</italic>, and <sup>15</sup>N<sub>sr</sub> is the <sup>15</sup>N enrichment of the source N<sub>2</sub> pool in the incubation bottles.</p>
<p>Filter and sheath blanks were measured (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>) and subtracted from each analysis of mass. Based on the filter and sheath blank results, as well as the <italic>Synechococcus</italic> cellular N quota, a minimum of 2.5 &#xd7; 10<sup>7</sup> <italic>Synechococcus</italic> cells were sorted to meet the quantifiable requirement.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analysis</title>
<p>The R software (version 4.3.0) was used to analyze data and establish the significance of differences based on a Welch two sample <italic>t</italic>-test or one-way ANOVA in combination with a Tukey <italic>post hoc</italic> test. A significance level of <italic>p</italic> &lt; 0.05 was applied.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Co-culture of diazotrophs with <italic>Synechococcus</italic>
</title>
<p>The <italic>T. erythraeum</italic> and <italic>C. watsonii</italic> monocultures were grown with similar growth rates of ~0.5 d&#x207b;&#xb9; under a light intensity of 200 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9; (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The total N<sub>2</sub> fixation rate (including fixed N in the particulate and dissolved phases) of <italic>T. erythraeum</italic> was either normalized to cell number (cell specific N<sub>2</sub> fixation rate) or C biomass (C-specific N<sub>2</sub>-fixation rate), and was significantly higher than that of <italic>C. watsonii</italic> (<italic>t</italic>-test, <italic>p</italic> &lt; 0.05, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Additionally, <italic>T. erythraeum</italic> had a significantly lower C:N and C-fix: N<sub>2</sub>-fix ratios compared to <italic>C. watsonii</italic> (<italic>t</italic>-test, <italic>p</italic> &lt; 0.01, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), suggesting that <italic>T. erythraeum</italic> was less efficient than <italic>C. watsonii</italic> in using the fixed N to support its own C fixation.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Comparison of growth rates and total N<sub>2</sub> fixation rates between <italic>Trichodesmium erythraeum</italic> IMS101 and <italic>Crocosphaera watsonii</italic> WH8501 in monocultures.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Diazotroph</th>
<th valign="middle" align="center">Growth rate</th>
<th valign="middle" align="center">Cell-specific<break/>N<sub>2</sub> fixation rate</th>
<th valign="middle" align="center">C-specific<break/>N<sub>2</sub> fixation rate</th>
<th valign="middle" rowspan="2" align="center">C:N</th>
<th valign="middle" rowspan="2" align="center">C-fix:N<sub>2</sub>-fix</th>
</tr>
<tr>
<th valign="middle" align="center">(d<sup>-1</sup>)</th>
<th valign="middle" align="center">(pmol N cell <sup>-1</sup> d<sup>-1</sup>)</th>
<th valign="middle" align="center">(nmol N &#xb5;mol C<sup>-1</sup> d<sup>-1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">
<italic>T. erythraeum</italic>
</td>
<td valign="middle" align="center">0.53 &#xb1; 0.01<sup>a</sup>
</td>
<td valign="middle" align="center">0.38 &#xb1; 0.03<sup>a</sup>
</td>
<td valign="middle" align="center">67.67 &#xb1; 1.62<sup>a</sup>
</td>
<td valign="middle" align="center">7.4 &#xb1; 0.1<sup>a</sup>
</td>
<td valign="middle" align="center">2.09 &#xb1; 0.05<sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">
<italic>C. watsonii</italic>
</td>
<td valign="middle" align="center">0.51 &#xb1; 0.01<sup>a</sup>
</td>
<td valign="middle" align="center">0.02 &#xb1; 0.00<sup>b</sup>
</td>
<td valign="middle" align="center">40.49 &#xb1; 1.02<sup>b</sup>
</td>
<td valign="middle" align="center">10.4 &#xb1; 0.1<sup>b</sup>
</td>
<td valign="middle" align="center">5.59 &#xb1; 0.29<sup>b</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Two diazotrophs were grown under a light intensity of 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>. The total N<sub>2</sub> fixation rates were the total formation rates of diazotroph-derived nitrogen (DDN), including both the particulate and dissolved fractions, and were normalized to the cell abundance (cell-specific N<sub>2</sub> fixation rate, pmol N cell<sup>-1</sup> d<sup>-1</sup>) and carbon content (C-specific N<sub>2</sub> fixation rate, nmol N &#xb5;mol C<sup>-1</sup> d<sup>-1</sup>) of diazotrophs, respectively. The ratios of particulate organic carbon to nitrogen (C:N) and the C fixation rate to the N<sub>2</sub> fixation rate (C-fix:N<sub>2</sub>-fix) are also shown. Data are presented as the mean &#xb1; SD (n = 3). Different superscripted letters indicate significant differences (<italic>p</italic> &lt; 0.05) between the two diazotroph strains (<italic>t</italic>-test).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The monoculture of <italic>Synechococcus</italic> sp. grew exponentially with a rate of 0.91 d&#x207b;&#xb9; in the medium fortified with sufficient nitrate (100 &#x3bc;M) and under a light intensity of 200 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9; (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). Prior to inoculation into the exponentially growing <italic>T. erythraeum</italic> or <italic>C. watsonii</italic> cultures, <italic>Synechococcus</italic> was acclimated to an inorganic N-free medium for 2 days until cell growth ceased (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>).</p>
<p>To establish co-culture systems in which diazotrophs and <italic>Synechococcus</italic> all sustained exponential growth, the inoculation ratios were optimized in the preliminary experiments. It was found that at inoculation ratios of <italic>Synechococcus</italic>: <italic>T. erythraeum</italic> = ~6:1 (cell number: cell number), <italic>Synechococcus</italic> and <italic>T. erythraeum</italic> grew exponentially at growth rates of 0.33 &#xb1; 0.03 and 0.43 &#xb1; 0.02 d<sup>-1</sup>, respectively, under a light intensity of 200 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9; (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Therefore, the <italic>T. erythraeum</italic> fixed N supported the growth of <italic>Synechococcus</italic> and the growth of <italic>Synechococcus</italic> slightly inhibited the growth of <italic>T. erythraeum</italic> by about 20% (0.43 d<sup>-1</sup> in co-culture vs 0.53 d<sup>-1</sup> in monoculture). Additionally, the growth rate of <italic>Synechococcus</italic> in this co-culture system was one third of the maximum growth rate under N-replete conditions and the same light intensity (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>), suggesting a N-limitation of <italic>Synechococcus</italic> in the co-culture system. For the <italic>C. watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture system, the inoculation ratio of <italic>Synechococcus</italic>: <italic>C. watsonii</italic> was 0.003:1 (cell number: cell number), for both strains to sustain exponential growth at growth rates similar to those in the <italic>T. erythraeum</italic>-<italic>Synechococcus</italic> co-culture system (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The huge difference in the inoculation ratios in the two co-culture systems was mainly due to the differences in the cell specific N<sub>2</sub> fixation rates of the two diazotrophs, i.e., 0.31 pmol N cell<sup>-1</sup> d<sup>-1</sup> for <italic>T. erythraeum</italic> and 0.02 pmol N cell<sup>-1</sup> d<sup>-1</sup> for <italic>C. watsonii</italic>, respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Additionally, it is likely that the two diazotrophs released different amounts and speciation of DDN to support the growth of non-diazotrophic phytoplankton.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Comparison of DDN release and transfer in the two co-culture systems</title>
<p>On the 3<sup>rd</sup> day after initiating the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> and <italic>C. watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture systems (3<sup>rd</sup> day in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), <sup>15</sup>N enriched seawater was added and the culture bottles were continually incubated under the same growing conditions for 24 h. The DDN released to the dissolved phase and DDN transferred to <italic>Synechococcus</italic> were measured. In the two co-culture systems, the diazotrophs reached a similar biomass on the 3<sup>rd</sup> day, i.e., 516 &#xb1; 12 and 619 &#xb1; 27 &#x3bc;mol C L<sup>-1</sup> for <italic>T. erythraeum</italic> and <italic>C. watsonii</italic>, respectively. The <sup>15</sup>N in diazotrophic (0.902 atom% and 0.738 atom% for <italic>T. erythraeum</italic> and <italic>C. watsonii</italic> respectively) and <italic>Synechococcus</italic> biomass (&gt; 0.472 atom%), as well as in the dissolved pool (&gt; 0.386 atom%) after 24 h of incubation were significantly enriched compared with the abundance of the natural isotope (~0.366 atom%, <italic>t</italic>-test, <italic>p</italic> &lt; 0.05, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). The total volumetric N&#x2082; fixation rate of <italic>T. erythraeum</italic> (34.9 &#xb1; 2.7 &#xb5;mol N L<sup>-1</sup> d<sup>-1</sup>), including the particulate fraction collected on the filter and the fraction released into the dissolved pool, was nearly double that of <italic>C. watsonii</italic> (18.9 &#xb1; 3.2 &#xb5;mol N L<sup>-1</sup> d<sup>-1</sup>). The majority of the total DDN (&gt;95%) was contained within the diazotrophs themselves.</p>
<p>The rate of DD<sup>15</sup>N release into the dissolved pool (calculated by <xref ref-type="disp-formula" rid="eq1">Equation 1</xref>) in the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> co-culture system was 507 &#xb1; 101 nmol N L<sup>-1</sup> d<sup>-1</sup>, with no significant difference compared to that of the <italic>C. watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture (489 &#xb1; 49 nmol N L<sup>-1</sup> d<sup>-1</sup>, <italic>t</italic>-test, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). However, the percentage of the released DD<sup>15</sup>N relative to the total fixed N was slightly higher in <italic>C. watsonii</italic> (2.61%) compared to <italic>T. erythraeum</italic> (1.45%) (<italic>t</italic>-test, <italic>p</italic> &lt; 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The volumetric rates of <italic>T. erythraeum</italic> DD<sup>15</sup>N transferred to <italic>Synechococcus</italic> (calculated by <xref ref-type="disp-formula" rid="eq2">Equation 2</xref>) were significantly higher than those of the <italic>C. watsonii</italic> DD<sup>15</sup>N (<italic>t</italic>-test, <italic>p</italic> &lt; 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Additionally, <italic>T. erythraeum</italic> had a significantly higher DD<sup>15</sup>N transfer efficiency (i.e., the proportion of the total fixed N, 0.36%) than <italic>C. watsonii</italic> (&lt; 0.01%, <italic>t</italic>-test, <italic>p</italic> &lt; 0.01, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>) in the co-cultures. Whereas, the total DDN release fractions (DDN released to the dissolved pool plus the DDN transferred to <italic>Synechococcus</italic>) did not differ significantly between the two co-culture systems.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Comparison of diazotroph-derived nitrogen (DDN) release and transfer between <italic>Trichodesmium erythraeum</italic> IMS101 and <italic>Crocosphaera watsonii</italic> WH8501 in their co-culture systems under a light intensity of 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>. <bold>(A)</bold> Rates of fixed N<sub>2</sub> transferred to <italic>Synechococcus</italic> (red bars), released to the dissolved pool (blue bars), and total release (gray bars). <bold>(B)</bold> Percentage released and transferred DDN within the total fixed N<sub>2</sub>. The measurement was conducted on the 3<sup>rd</sup> day after initiating the co-culture systems (3<sup>rd</sup> day in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), when the biomass of diazotrophs <italic>T. erythraeum</italic> and <italic>C</italic>. <italic>watsonii</italic> reached 515 &#xb1; 12 and 619 &#xb1; 21 &#x3bc;mol C L<sup>-1</sup>, and the volumetric total N<sub>2</sub> fixation rates were 34.9 &#xb1; 2.7 and 18.9 &#xb1; 3.2 &#x3bc;mol N L<sup>-1</sup> d<sup>-1</sup>, respectively. The DDN transfer rate from <italic>C</italic>. <italic>watsonii</italic> to <italic>Synechococcus</italic> was &lt; 3 nmol N L<sup>-1</sup> d<sup>-1</sup> and the percentage of total fixed N<sub>2</sub> was &lt; 0.01%. The error bars represent the standard deviation of biological replicates (n = 3 in the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> co-culture system, n = 4 in the <italic>C</italic>. <italic>watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture system). Different superscripted letters indicate significant differences (<italic>p</italic> &lt; 0.05) between <italic>T. erythraeum</italic> and <italic>C. watsonii</italic> (<italic>t</italic>-test).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1485853-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>The DDN release and transfer of <italic>T. erythraeum</italic> in response to changing light intensity</title>
<p>To explore the impact of light intensity on DDN release and transfer, we conducted additional co-cultures of <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> under light intensities of 70 and 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>, and compared the results to the treatment under the 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> condition (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The initial inoculation ratios of <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> were kept similar under the different light treatments (5&#x2212;8:1, <italic>Synechococcus</italic> cell number: <italic>T. erythraeum</italic> cell number, <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> grew exponentially under the three light intensities. The growth rates and total N<sub>2</sub> fixation rates of <italic>T. erythraeum</italic> were significantly lower under 70 and 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> than under 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>, suggesting that 70 and 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> were light-limited and light-inhibited conditions, respectively, for the growth and N<sub>2</sub> fixation of <italic>T. erythraeum</italic> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The growth rates of <italic>Synechococcus</italic> were lower under the low light conditions of 70 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> than 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>, with consistently lower total N<sub>2</sub> fixation rates of <italic>T. erythraeum</italic> under low light conditions. In contrast, the growth rates of <italic>Synechococcus</italic> increased when light intensity increased to 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>, under which N<sub>2</sub> fixation of <italic>T. erythraeum</italic> was inhibited by the high light conditions (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In line with these results, <italic>T. erythraeum</italic> exhibited a higher DD<sup>15</sup>N transfer efficiency under 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> than under 70 and 200 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Percentage of diazotroph derived nitrogen (DDN) release and transfer in the <italic>Trichodesmium erythraeum</italic> IMS101 and <italic>Synechococcus</italic> sp. WH8102 co-culture system under different light intensities (70, 200, and 750 &#xb5;E m<sup>-2</sup> s<sup>-1</sup>). The measurement was conducted on the 3<sup>rd</sup> day after initiating the co-culture systems, when the biomass of <italic>T. erythraeum</italic> reached 212 &#xb1; 10, 516 &#xb1; 12, and 149 &#xb1; 7 &#x3bc;mol C L<sup>-1</sup>, and the volumetric total N<sub>2</sub> fixation rates were 9.3 &#xb1; 1.0, 34.9 &#xb1; 2.7, and 9.8 &#xb1; 0.5 &#x3bc;mol N L<sup>-1</sup> d<sup>-1</sup>, under the light intensities of 70, 200, and 750 &#xb5;E m<sup>-2</sup> s<sup>-1</sup>, respectively. Error bars represent the standard deviation of biological replicates (n = 2 in the 70 and 750 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> treatment groups, n = 3 in the 200 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> treatment group). Different superscripted letters indicate significant differences (<italic>p</italic> &lt; 0.05) among the different light intensities (one-way ANOVA followed by a Tukey <italic>post hoc</italic> test).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1485853-g003.tif"/>
</fig>
<p>Consistently, the highest percentage of DDN released into the dissolved phase was found under a light intensity of 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> (3.19%), although no statistically significant difference was found among the three light intensities (one-way ANOVA, <italic>p</italic> &gt; 0.05, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). As a result, the total released fraction (release to the dissolved phase plus transfer to <italic>Synechococcus</italic>) was highest under 750 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). To confirm that a high light intensity increased the DDN release, we conducted short-term (24-h) co-culture incubations under light intensities of 1100 and 1800 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>, that were approximately equivalent to full noon sunlight on a cloudless day (<xref ref-type="bibr" rid="B31">Lu et&#xa0;al., 2018</xref>). Under these two high light conditions, <italic>T. erythraeum</italic> and <italic>Synechococcus</italic> could not grow exponentially due to strong light inhibition effects; therefore, only short-term incubations were conducted. The results showed that although the total N<sub>2</sub> fixation rates were very low under the high light conditions of 1100 and 1800 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup>, the portion of fixed N released to the dissolved pool increased with increasing light intensity and reached ~25% under 1800 &#x3bc;E m<sup>-2</sup> s<sup>-1</sup> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Percentage of total diazotroph-derived nitrogen (DDN) released to the dissolved pool (%) and total N<sub>2</sub> fixation rate (nmol &#xb5;mol C<sup>-1</sup> d<sup>-1</sup>) of <italic>Trichodesmium erythraeum</italic> IMS101 in the co-cultures under different light intensities (70, 200, 750, 1100, and 1800 &#xb5;E m<sup>-2</sup> s<sup>-1</sup>). The solid line denotes the percentage of DDN released to the dissolved pool (%), while the dashed line indicates the N<sub>2</sub> fixation rate. The total N<sub>2</sub> fixation rates are the total formation rates of DDN in the co-culture systems, including both the particulate and dissolved fractions. The red dots represent the results from the long-term (4 days) co-culture experiments presented in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> (n = 2 in the 70 and 750 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> treatment group, 3 in the 200 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> treatment group). The blue dots represent the results from short-term (24-h) co-culture experiments (n = 1 in the 1100 and 1800 &#xb5;E m<sup>-2</sup> s<sup>-1</sup> treatment groups).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1485853-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Due to the importance of DDN in supporting phytoplankton productivity and C export in oligotrophic oceans, various studies have quantified the rate or fractions of DDN release and transfer by diazotrophic cyanobacteria (<xref ref-type="bibr" rid="B3">Benavides et al., 2013a</xref>; <xref ref-type="bibr" rid="B11">Bonnet et&#xa0;al., 2016b</xref>, <xref ref-type="bibr" rid="B12">c</xref>; <xref ref-type="bibr" rid="B7">Berthelot et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B17">Caffin et&#xa0;al., 2018</xref>). However, these studies produced substantial variations in their results, with the reasons behind these variations rarely reported. By establishing well-controlled co-cultures of representative marine diazotrophs with the pico-cyanobacterium <italic>Synechococcus</italic>, we compared the intrinsic differences in DDN release and transfer between the filamentous cyanobacterial diazotroph <italic>T. erythraeum</italic> and the unicellular <italic>C. watsonii</italic>. Additionally, we discussed the importance of light intensity in modulating DDN release and transfer.</p>
<sec id="s4_1">
<label>4.1</label>
<title>N<sub>2</sub> and C fixation rates of diazotrophs: <italic>T. erythraeum</italic> vs. <italic>C. watsonii</italic>
</title>
<p>In both the monoculture and co-cultures, <italic>T. erythraeum</italic> exhibited higher cell-specific and C-specific N<sub>2</sub> fixation rates than <italic>C. watsonii</italic> under the same culture conditions (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref>; <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>). These findings were aligned with previous reports in which N<sub>2</sub> fixation rates were measured using the conventional acetylene reduction method (<xref ref-type="bibr" rid="B27">Knapp et&#xa0;al., 2012</xref>) and the novel nanoSIMS analysis (<xref ref-type="bibr" rid="B9">Berthelot et&#xa0;al., 2016</xref>). However, <italic>T. erythraeum</italic> was less efficient at using the fixed N to support its own C fixation than <italic>C. watsonii</italic>, as indicated by the lower C-fix:N<sub>2</sub>-fix ratios compared to <italic>C. watsonii</italic> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). As filamentous cyanobacterial diazotrophs, only 15&#x2212;20% of its cells within a <italic>Trichodesmium</italic> trichome are diazocytes that are capable of N<sub>2</sub> fixing. It was proposed that the new N fixed by diazocytes would be actively released into the surrounding environment and subsequently taken up by the vegetative cells in the rest of the filaments or by other phytoplankton (<xref ref-type="bibr" rid="B6">Berman-Frank et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B40">Mulholland et&#xa0;al., 2004</xref>). However, <italic>C. watsonii</italic> are unicellular N<sub>2</sub> fixing cyanobacteria. Therefore, it is likely that <italic>T. erythraeum</italic> may release more of its fixed DDN to the surrounding environment and be less efficient in using its own fixed DDN.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>The release and transfer of DDN: <italic>T. erythraeum</italic> vs. <italic>C. watsonii</italic>
</title>
<p>After measuring DDN release, we did not find more DDN present in the dissolved phase in the <italic>T. erythraeum</italic>&#x2212;<italic>Synechococcus</italic> co-culture compared to the <italic>C. watsonii</italic>&#x2212;<italic>Synechococcus</italic> co-culture. The rate of DDN release was similar between the two species (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), even though the volumetric N<sub>2</sub> fixation rate of <italic>T. erythraeum</italic> was twice as high as that of <italic>C. watsonii</italic>. Even when accounting for the DDN transferred to <italic>Synechococcus</italic>, the total amount of DDN excreted by <italic>T. erythraeum</italic> was similar to that of <italic>C. watsonii</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, the DDN excreted by <italic>T. erythraeum</italic> was more efficient in supporting <italic>Synechococcus</italic> cell growth in the co-cultures (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). We propose that fixed N derived from <italic>T. erythraeum</italic> was likely more bioavailable for <italic>Synechococcus</italic> than that from <italic>C. watsonii</italic>. This was supported by the significantly higher DDN transfer efficiency of <italic>T. erythraeum</italic> (0.36%) compared to <italic>C. watsonii</italic> (&lt; 0.01%) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). It was also reported that in artificially induced blooms in the western South Pacific, a <italic>T. erythraeum</italic> bloom resulted in a significantly higher <sup>15</sup>NH<sub>4</sub>
<sup>+</sup> enrichment in the dissolved pool than a <italic>C. watsonii</italic> bloom (<xref ref-type="bibr" rid="B9">Berthelot et&#xa0;al., 2016</xref>), suggesting a higher bioavailability of the fixed N released from <italic>T. erythraeum</italic>. Therefore, DDN released by <italic>T. erythraeum</italic> can contribute significantly to primary production by supporting the growth of non-diazotrophic phytoplankton (<xref ref-type="bibr" rid="B18">Campbell et&#xa0;al., 2005</xref>).</p>
<p>For the smaller unicellular <italic>C. watsonii</italic>, although the active release of its DDN played a minor role in supporting the growth of non-diazotrophic phytoplankton, it is more easily grazed by zooplankton than <italic>T. erythraeum</italic> and resulted in a more passive release of DDN (<xref ref-type="bibr" rid="B17">Caffin et&#xa0;al., 2018</xref>). Nevertheless, our co-culture systems provided a useful approach to compare the active DDN release and transfer by the two different diazotrophs. It should be noted that our observations of DDN release and transfer were the results obtained for 24-h of incubation after <sup>15</sup>N enrichment. The turnover time of DON could be longer than 24-h (<xref ref-type="bibr" rid="B15">Bronk et&#xa0;al., 2007</xref>), therefore, the efficiency of DDN transfer may have been underestimated in our study systems.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Impact of light intensity on the DDN release and transfer of <italic>T. erythraeum</italic>
</title>
<p>Our study demonstrated the significant role of light intensity in controlling the release and transfer of DDN fixed by <italic>T. erythraeum</italic>. It was shown that <italic>T. erythraeum</italic> supported higher <italic>Synechococcus</italic> growth under a high light intensity of 750 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9; (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), which aligned well with the increased percentage of total DDN released to the dissolved pool and transferred to <italic>Synechococcus</italic> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Additionally, although even higher light intensities, e.g., 1100 and 1800 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9;, inhibited the growth and N<sub>2</sub> fixation of <italic>T. erythraeum</italic>, they further increased the portion of fixed N released to the dissolved pool (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). It has been proposed that that the exudation of DDN in the form of NH<sub>4</sub>
<sup>+</sup> and DON could serve as a potential electron sink to protect cells from photo-damage (<xref ref-type="bibr" rid="B46">Wannicke et&#xa0;al., 2009</xref>).</p>
<p>However, previous field incubation experiments have found that the fraction of DDN in the dissolved phase increased when the light intensity decreased to a very low level, e.g., 15 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9; (<xref ref-type="bibr" rid="B31">Lu et&#xa0;al., 2018</xref>). We found no significant difference in the fraction of DDN in the dissolved phase among the three light treatments of 70, 200, and 750 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9;. The DDN in the dissolved phase was the net result of diazotroph DDN excretion and uptake by phytoplankton. Light intensity not only affects the DDN excretion rate, but also the phytoplankton N uptake rate (<xref ref-type="bibr" rid="B46">Wannicke et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B24">Han et&#xa0;al., 2023</xref>). Under a very low light intensity, such as 15 &#x3bc;E m&#x207b;&#xb2; s&#x207b;&#xb9;, although diazotrophs could decrease DDN excretion, phytoplankton may be short of energy for N uptake, leading to an increase in percentage of DDN in the dissolved fractions (<xref ref-type="bibr" rid="B31">Lu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B24">Han et&#xa0;al., 2023</xref>). These studies highlight the important role of light intensity in controlling the diazotrophic N<sub>2</sub> fixation rate and DDN release rate, as well as phytoplankton N uptake rates. Our results using the simple and well-controlled co-culture system clearly showed how light intensity affects <italic>T. erythraeum</italic> N<sub>2</sub> fixation, DDN release, and transfer.</p>
<p>Factors other than light can also affect diazotrophic DDN release. For example, iron and phosphorus limitation can affect the DDN release of <italic>Azotobacter vinelandii</italic>, <italic>T. erythraeum</italic>, or <italic>Nodularia</italic> (<xref ref-type="bibr" rid="B34">McRose et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B46">Wannicke et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B42">Schoffelen et&#xa0;al., 2019</xref>). Moreover, top-down controls such as viral lysis and grazing could stimulate passive DDN release and promote C export (<xref ref-type="bibr" rid="B10">Bonnet et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B30">Kuznecova et&#xa0;al., 2020</xref>). Future studies should investigate the effects of these potential factors to obtain a comprehensive understanding of the fate and role of DDN in supporting marine primary production.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>By establishing co-cultures of diazotrophs with non-diazotrophic pico-cyanobacteria <italic>Synechococcus</italic> sp., this study provided new insights into the release and transfer of fixed N by two different strains of diazotrophs, and then investigated the impact of light intensity on these processes. First, we demonstrated that under identical culture conditions, <italic>T. erythraeum</italic> had a significantly higher efficiency in supporting <italic>Synechococcus</italic> growth than <italic>C. watsonii</italic>. This was evidenced by the notably higher DDN transfer efficiency of <italic>T. erythraeum</italic> than <italic>C. watsonii</italic>, although the overall exudation efficiency of fixed N (DDN release plus DDN transfer) revealed no significant differences between these two species. We therefore proposed that the higher bioavailability of the released N from <italic>T. erythraeum</italic> contributed to the more efficient DDN transfer of <italic>Synechococcus</italic>. Second, we showed that the elevated light intensity significantly increased DDN release and transfer. With the future warming of oceans, intensified seawater stratification may increase phytoplankton light exposure and could therefore alter the fate of DDN in the marine ecosystem.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>XH: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Software, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. ZW: Conceptualization, Formal Analysis, Funding acquisition, Methodology, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Investigation. TL: Methodology, Writing &#x2013; original draft. HH: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. The work was supported by the National Natural Science Foundation of China (42421004), the National Key Research and Development Program of China (2023YFF0805004, 2022YFE0136600), the National Natural Science Foundation of China (41925026, 42106041) and the PhD Fellowship of the State Key Laboratory of Marine Environmental Science at Xiamen University. Oligotrophic western North Pacific surface seawater for culturing was collected onboard of R/V Tan Kah Kee implementing the open research cruise NORC2022-306 supported by NSFC Shiptime Sharing Project (project number: 42149303).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank W. Lin and W. Zou for technical assistance with the analysis of PON and its isotopic composition.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2025.1485853/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1485853/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baer</surname> <given-names>S. E.</given-names>
</name>
<name>
<surname>Lomas</surname> <given-names>M. W.</given-names>
</name>
<name>
<surname>Terpis</surname> <given-names>K. X.</given-names>
</name>
<name>
<surname>Mouginot</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Martiny</surname> <given-names>A. C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Stoichiometry of <italic>Prochlorococcus</italic>, <italic>Synechococcus</italic>, and small eukaryotic populations in the western North Atlantic Ocean</article-title>. <source>Environ. Microbiol.</source> <volume>19</volume>, <fpage>1568</fpage>&#x2013;<lpage>1583</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1462-2920.13672</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bell</surname> <given-names>P. R. F.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>F. X.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Effect of light on growth, pigmentation and N<sub>2</sub> fixation of cultured <italic>Trichodesmium</italic> sp. from the Great Barrier Reef lagoon</article-title>. <source>Hydrobiologia</source> <volume>543</volume>, <fpage>25</fpage>&#x2013;<lpage>35</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10750-004-5713-2</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benavides</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Agawin</surname> <given-names>N. S. R.</given-names>
</name>
<name>
<surname>Ar&#xed;stegui</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Peene</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Stal</surname> <given-names>L. J.</given-names>
</name>
</person-group> (<year>2013</year>a). <article-title>Dissolved organic nitrogen and carbon release by a marine unicellular diazotrophic cyanobacterium</article-title>. <source>Aquat Microb. Ecol.</source> <volume>69</volume>, <fpage>69</fpage>&#x2013;<lpage>80</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame01621</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benavides</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bronk</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Agawin</surname> <given-names>N. S. R.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Hern&#xe1;ndez</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Hern&#xe1;ndez-Guerra</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ar&#xed;stegui</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>b). <article-title>Longitudinal variability of size-fractionated N<sub>2</sub> fixation and DON release rates along 24.5&#xb0;N in the subtropical North Atlantic</article-title>. <source>J. Geophy Res: Oceans</source> <volume>118</volume>, <fpage>3406</fpage>&#x2013;<lpage>3415</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jgrc.20253</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berman-Frank</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Bidle</surname> <given-names>K. D.</given-names>
</name>
<name>
<surname>Haramaty</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Falkowski</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>The demise of the marine cyanobacterium, <italic>Trichodesmium</italic> spp., via an autocatalyzed cell death pathway</article-title>. <source>Limnol Oceanogr</source> <volume>49</volume>, <fpage>997</fpage>&#x2013;<lpage>1005</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lo.2004.49.4.0997</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berman-Frank</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Lundgren</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Falkowski</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Nitrogen fixation and photosynthetic oxygen evolution in cyanobacteria</article-title>. <source>Res. Microbiol.</source> <volume>154</volume>, <fpage>157</fpage>&#x2013;<lpage>164</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0923-2508(03)00029-9</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Benavides</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Moisander</surname> <given-names>P. H.</given-names>
</name>
<name>
<surname>Grosso</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>High-nitrogen fixation rates in the particulate and dissolved pools in the Western Tropical Pacific (Solomon and Bismarck Seas)</article-title>. <source>Geophys Res. Lett.</source> <volume>44</volume>, <fpage>8414</fpage>&#x2013;<lpage>8423</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/2017gl073856</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Camps</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Grosso</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Moutin</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Assessment of the dinitrogen released as ammonium and dissolved organic nitrogen by unicellular and filamentous marine diazotrophic cyanobacteria grown in culture</article-title>. <source>Front. Mar. Sci.</source> <volume>2</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmars.2015.00080</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>B]erthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Grosso</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Cornet</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Barani</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Transfer of diazotroph-derived nitrogen towards non-diazotrophic planktonic communities: a comparative study between <italic>Trichodesmium erythraeum</italic>, <italic>Crocosphaera watsonii</italic> and <italic>Cyanothece</italic> sp</article-title>. <source>Biogeosci</source> <volume>13</volume>, <fpage>4005</fpage>&#x2013;<lpage>4021</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-13-4005-2016</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Baklouti</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Gimenez</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Berthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Berman-Frank</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2016</year>a). <article-title>Biogeochemical and biological impacts of diazotroph blooms in a low-nutrient, low-chlorophyll ecosystem: Synthesis from the VAHINE mesocosm experiment (New Caledonia)</article-title>. <source>Biogeosci</source> <volume>13</volume>, <fpage>4461</fpage>&#x2013;<lpage>4479</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-13-4461-2016</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Berthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Turk-Kubo</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Fawcett</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Rahav</surname> <given-names>E.</given-names>
</name>
<name>
<surname>St&#xe9;phane L&#x2019;Helguen</surname>
</name>
<etal/>
</person-group>. (<year>2016</year>b). <article-title>Dynamics of N<sub>2</sub> fixation and fate of diazotroph-derived nitrogen in a low-nutrient, low-chlorophyll ecosystem: Results from the VAHINE mesocosm experiment (New Caledonia)</article-title>. <source>Biogeosci</source> <volume>13</volume>, <fpage>2653</fpage>&#x2013;<lpage>2673</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-13-2653-2016</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Berthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Turk-Kubo</surname> <given-names>K. A.</given-names>
</name>
<name>
<surname>Cornet-Barthaux</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Fawcett</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Berman-Frank</surname> <given-names>I.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>c). <article-title>Diazotroph derived nitrogen supports diatom growth in the South west Pacific: A quantitative study using NanoSIMS</article-title>. <source>Limnol Oceanogr</source> <volume>61</volume>, <fpage>1549</fpage>&#x2013;<lpage>1562</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/lno.10300</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Braman</surname> <given-names>R. S.</given-names>
</name>
<name>
<surname>Hendrix</surname> <given-names>S. A.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>Nanogram nitrite and nitrate determination in environmental and biological materials by vanadium (III) reduction with chemiluminescence detection</article-title>. <source>Analytic Chem.</source> <volume>61</volume>, <fpage>2715</fpage>&#x2013;<lpage>2718</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/ac00199a007</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Breitbarth</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Wohlers</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Klas</surname> <given-names>J.</given-names>
</name>
<name>
<surname>LaRoche</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Peeken</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Nitrogen fixation and growth rates of <italic>Trichodesmium</italic> IMS101 as a function of light intensity</article-title>. <source>Mar. Ecol. Prog. Ser.</source> <volume>359</volume>, <fpage>25</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/meps07241</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bronk</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>See</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Bradley</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Killberg</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>DON as a source of bioavailable nitrogen for phytoplankton</article-title>. <source>Biogeosci</source> <volume>4</volume>, <fpage>283</fpage>&#x2013;<lpage>296</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-4-283-2007</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Browning</surname> <given-names>T. J.</given-names>
</name>
<name>
<surname>Moore</surname> <given-names>C. M.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Global analysis of ocean phytoplankton nutrient limitation reveals high prevalence of co-limitation</article-title>. <source>Nat. Commun.</source> <volume>14</volume>, <fpage>5014</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-023-40774-0</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caffin</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Berthelot</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Cornet-Barthaux</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Transfer of diazotroph-derived nitrogen to the planktonic food web across gradients of N<sub>2</sub> fixation activity and diversity in the Western Tropical South Pacific</article-title>. <source>Biogeosci</source> <volume>15</volume>, <fpage>1</fpage>&#x2013;<lpage>32</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-2017-572</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campbell</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Carpenter</surname> <given-names>E. J.</given-names>
</name>
<name>
<surname>Montoya</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Kustka</surname> <given-names>A. B.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Picoplankton community structure within and outside a <italic>Trichodesmium</italic> bloom in the southwestern Pacific Ocean</article-title>. <source>Vie Milieu/Life Environ.</source> <volume>55</volume>, <fpage>185</fpage>&#x2013;<lpage>195</lpage>.</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
<name>
<surname>Zehr</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Paerl</surname> <given-names>H. W.</given-names>
</name>
<name>
<surname>Badger</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Carpenter</surname> <given-names>E. J.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>
<italic>Trichodesmium</italic>, a globally significant marine cyanobacterium</article-title>. <source>Science</source> <volume>276</volume>, <fpage>1221</fpage>&#x2013;<lpage>1229</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.276.5316.1221</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Demarsac</surname> <given-names>N. T.</given-names>
</name>
<name>
<surname>Houmard</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>1988</year>). <article-title>Complementary chromatic adaptation &#x2013; Physiological conditions and action spectra</article-title>. <source>Method Enzymol.</source> <volume>167</volume>, <fpage>318</fpage>&#x2013;<lpage>328</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0076-6879(88)67037-6</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Flombaum</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Gallegos</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Gordillo</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Rincon</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zabala</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>Jiao</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Present and future global distributions of the marine Cyanobacteria <italic>Prochlorococcus</italic> and <italic>Synechococcus</italic>
</article-title>. <source>Proc. Natl. Acad. Sci. United States America</source> <volume>110</volume>, <fpage>9824</fpage>&#x2013;<lpage>9829</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1307701110</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gruber</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Galloway</surname> <given-names>J. N.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>An Earth-system perspective of the global nitrogen cycle</article-title>. <source>Nature</source> <volume>451</volume>, <fpage>293</fpage>&#x2013;<lpage>296</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature06592</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hama</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Miyazaki</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Ogawa</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Iwakuma</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Takahashi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Otsuki</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>1983</year>). <article-title>Measurement of photosynthetic production of a marine phytoplankton population using a stable <sup>13</sup>C isotope</article-title>. <source>Mar. Biol.</source> <volume>73</volume>, <fpage>31</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/BF00396282</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname> <given-names>Q. Y.</given-names>
</name>
<name>
<surname>Qiu</surname> <given-names>C. Y.</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>W. X.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>M. Q.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Y. F.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Effect of DIN and DON sources on the nitrogen uptake of the seagrass and the macroalgae previously grown in different light levels</article-title>. <source>Front. Mar. Sci.</source> <volume>10</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmars.2023.1015323</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hewson</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Govil</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
<name>
<surname>Carpenter</surname> <given-names>E. J.</given-names>
</name>
<name>
<surname>Fuhrman</surname> <given-names>J. A.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Evidence of <italic>Trichodesmium</italic> viral lysis and potential significance for biogeochemical cycling in the oligotrophic ocean</article-title>. <source>Aquat Microb. Ecol.</source> <volume>36</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame036001</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hong</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>W.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>The complex effects of ocean acidification on the prominent N<sub>2</sub>-fixing cyanobacterium <italic>Trichodesmium</italic>
</article-title>. <source>Science</source> <volume>356</volume>, <fpage>527</fpage>&#x2013;<lpage>531</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aal2981</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Knapp</surname> <given-names>A. N.</given-names>
</name>
<name>
<surname>Dekaezemacker</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sohm</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Sensitivity of <italic>Trichodesmium erythraeum</italic> and <italic>Crocosphaera watsonii</italic> abundance and N<sub>2</sub> fixation rates to varying NO<sub>3</sub>
<sup>&#x2013;</sup> and PO<sub>4</sub>
<sup>3&#x2013;</sup> concentrations in batch cultures</article-title>. <source>Aquat Microb. Ecol.</source> <volume>66</volume>, <fpage>223</fpage>&#x2013;<lpage>236</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame01577</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Knapp</surname> <given-names>A. N.</given-names>
</name>
<name>
<surname>Sigman</surname> <given-names>D. M.</given-names>
</name>
<name>
<surname>Lipschultz</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>N isotopic composition of dissolved organic nitrogen and nitrate at the Bermuda Atlantic time-series Study site</article-title>. <source>Global Biogeochem Cycle</source> <volume>19</volume>, <fpage>GB1018</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2004gb002320</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Konno</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Tsunogai</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Komatsu</surname> <given-names>D. D.</given-names>
</name>
<name>
<surname>Daita</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Nakagawa</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Tsuda</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Determination of total N<sub>2</sub> fixation rates in the ocean taking into account both the particulate and filtrate fractions</article-title>. <source>Biogeosci</source> <volume>7</volume>, <fpage>2369</fpage>&#x2013;<lpage>2377</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-7-2369-2010</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kuznecova</surname> <given-names>J.</given-names>
</name>
<name>
<surname>&#x160;ul&#x10d;ius</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Vogts</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Voss</surname> <given-names>M.</given-names>
</name>
<name>
<surname>J&#xfc;rgens</surname> <given-names>K.</given-names>
</name>
<name>
<surname>&#x160;imoli&#x16b;nas</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Nitrogen flow in diazotrophic cyanobacterium <italic>Aphanizomenon flos-aquae</italic> is altered by cyanophage infection</article-title>. <source>Front. Microbiol.</source> <volume>11</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2020.02010</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Bonnet</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Effect of light on N<sub>2</sub> fixation and net nitrogen release of <italic>Trichodesmium</italic> in a field study</article-title>. <source>Biogeosc</source> <volume>15</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-15-1-2018</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masuda</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Inomura</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Kodama</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Shiozaki</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Kitajima</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Armin</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>
<italic>Crocosphaera</italic> as a major consumer of fixed nitrogen</article-title>. <source>Microbiol. Spectr.</source> <volume>10</volume>, <elocation-id>e0217721</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/spectrum.02177-21</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masuda</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Mare&#x161;</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Shiozaki</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Inomura</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Fujiwara</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pr&#xe1;&#x161;il</surname> <given-names>O.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>
<italic>Crocosphaera watsonii</italic> &#x2013; A widespread nitrogen-fixing unicellular marine cyanobacterium</article-title>. <source>J. Phycol</source> <volume>60</volume>, <fpage>604</fpage>&#x2013;<lpage>620</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jpy.13450</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McRose</surname> <given-names>D. L.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kopf</surname> <given-names>S. H.</given-names>
</name>
<name>
<surname>Baars</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Kraepiel</surname> <given-names>A. M. L.</given-names>
</name>
<name>
<surname>Sigman</surname> <given-names>D. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Effect of iron limitation on the isotopic composition of cellular and released fixed nitrogen in <italic>Azotobacter vinelandii</italic>
</article-title>. <source>Geochimica Et Cosmochimica Acta</source> <volume>244</volume>, <fpage>12</fpage>&#x2013;<lpage>23</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.gca.2018.09.023</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mills</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Ridame</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Davey</surname> <given-names>M.</given-names>
</name>
<name>
<surname>La Roche</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Geider</surname> <given-names>R. J.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Iron and phosphorus co-limit nitrogen fixation in the eastern tropical North Atlantic</article-title>. <source>Nature</source> <volume>429</volume>, <fpage>292</fpage>&#x2013;<lpage>294</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature02550</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mohr</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Gro&#xdf;kopf</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Wallace</surname> <given-names>D. W.</given-names>
</name>
<name>
<surname>LaRoche</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Methodological underestimation of oceanic nitrogen fixation rates</article-title>. <source>PloS One</source> <volume>5</volume>, <elocation-id>e12583</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0012583.g001</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montoya</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Voss</surname> <given-names>M.</given-names>
</name>
<name>
<surname>K&#xe4;hler</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>A simple, high-precision, high-sensitivity tracer assay for N<sub>2</sub> fixation</article-title>. <source>Appl. Environ. Microbiol.</source> <volume>62</volume>, <fpage>986</fpage>&#x2013;<lpage>993</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/aem.62.3.986-993.1996</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moore</surname> <given-names>C. M.</given-names>
</name>
<name>
<surname>Mills</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Arrigo</surname> <given-names>K. R.</given-names>
</name>
<name>
<surname>Berman-Frank</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Bopp</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Boyd</surname> <given-names>P. W.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Processes and patterns of oceanic nutrient limitation</article-title>. <source>Nat. Geosci</source> <volume>6</volume>, <fpage>701</fpage>&#x2013;<lpage>710</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/Ngeo1765</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mulholland</surname> <given-names>M. R.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>The fate of nitrogen fixed by diazotrophs in the ocean</article-title>. <source>Biogeosci</source> <volume>4</volume>, <fpage>37</fpage>&#x2013;<lpage>51</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-4-37-2007</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mulholland</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Bronk</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Dinitrogen fixation and release of ammonium and dissolved organic nitrogen by <italic>Trichodesmium</italic> IMS101</article-title>. <source>Aquat Microb. Ecol.</source> <volume>37</volume>, <fpage>85</fpage>&#x2013;<lpage>94</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame037085</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>ONeil</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Metzler</surname> <given-names>P. M.</given-names>
</name>
<name>
<surname>Glibert</surname> <given-names>P. M.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Ingestion of <sup>15</sup>N<sub>2</sub>-labelled <italic>Trichodesmium</italic> spp and ammonium regeneration by the harpacticoid copepod <italic>Macrosetella gracilis</italic>
</article-title>. <source>Mar. Biol.</source> <volume>125</volume>, <fpage>89</fpage>&#x2013;<lpage>96</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/Bf00350763</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schoffelen</surname> <given-names>N. J.</given-names>
</name>
<name>
<surname>Mohr</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Ferdelman</surname> <given-names>T. G.</given-names>
</name>
<name>
<surname>Duerschlag</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Littmann</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ploug</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Phosphate availability affects fixed nitrogen transfer from diazotrophs to their epibionts</article-title>. <source>Isme J.</source> <volume>13</volume>, <fpage>2701</fpage>&#x2013;<lpage>2713</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41396-019-0453-5</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shao</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Global oceanic diazotroph database version 2 and elevated estimate of global oceanic N<sub>2</sub> fixation</article-title>. <source>Earth Syst. Sci. Data</source> <volume>15</volume>, <fpage>3673</fpage>&#x2013;<lpage>3709</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/essd-15-3673-2023</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sigman</surname> <given-names>D. M.</given-names>
</name>
<name>
<surname>Casciotti</surname> <given-names>K. L.</given-names>
</name>
<name>
<surname>Andrieu</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Barford</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Galanter</surname> <given-names>M.</given-names>
</name>
<name>
<surname>B&#xf6;hlke</surname> <given-names>J. K.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>A bacterial method for the nitrogen isotopic analysis of nitrate in seawater and freshwater</article-title>. <source>Analyt Chem.</source> <volume>73</volume>, <fpage>4145</fpage>&#x2013;<lpage>4153</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/ac010088e</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sohm</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Webb</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Emerging patterns of marine nitrogen fixation</article-title>. <source>Nat. Rev. Microbiol.</source> <volume>9</volume>, <fpage>499</fpage>&#x2013;<lpage>508</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrmicro2594</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wannicke</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Koch</surname> <given-names>B. P.</given-names>
</name>
<name>
<surname>Voss</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Release of fixed N<sub>2</sub> and C as dissolved compounds by <italic>Trichodesmium erythraeum</italic> and <italic>Nodularia</italic> sp<italic>umigena</italic> under the influence of high light and high nutrient (P)</article-title>. <source>Aquat Microb. Ecol.</source> <volume>57</volume>, <fpage>175</fpage>&#x2013;<lpage>189</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3354/ame01343</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wen</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Browning</surname> <given-names>T. J.</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Nutrient regulation of biological nitrogen fixation across the tropical western North Pacific</article-title>. <source>Sci. Adv.</source> <volume>8</volume>, <elocation-id>eabl7564</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciadv.abl7564</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J.-Y. T.</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2024</year>). <article-title>Assessing N<sub>2</sub> fixation flux and its controlling factors in the (sub)tropical western North Pacific through high-resolution observations</article-title>. <source>Limnol Oceanogr Lett</source> <volume>9</volume>, <page-range>716&#x2013;724</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/lol2.10404</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zehr</surname> <given-names>J. P.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Nitrogen fixation by marine cyanobacteria</article-title>. <source>Trend Microbiol.</source> <volume>19</volume>, <fpage>162</fpage>&#x2013;<lpage>173</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tim.2010.12.004</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>