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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">670867</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.670867</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Biological Nitrogen Fixation and Nitrogen Accumulation in Peatlands</article-title>
<alt-title alt-title-type="left-running-head">Yin et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">BNF and Peatland Nitrogen Accumulation</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yin</surname>
<given-names>Tianya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1216213/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Maoyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1657955/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qiu</surname>
<given-names>Chunjing</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1307010/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Peng</surname>
<given-names>Shushi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/798539/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Sino-French Institute for Earth System Science</institution>, <institution>College of Urban and Environmental Sciences</institution>, <institution>and Laboratory for Earth Surface Processes</institution>, <institution>Peking University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laboratoire des Sciences du Climat et de l&#x2019;Environnement</institution>, <institution>LSCE/IPSL</institution>, <institution>CEA-CNRS-UVSQ</institution>, <institution>Universit&#xe9; Paris-Saclay</institution>, <addr-line>Gif-sur-Yvette</addr-line>, <country>France</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/911414/overview">Annalea Lohila</ext-link>, University of Helsinki, Finland</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/119141/overview">Zicheng Yu</ext-link>, Lehigh University, United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/687511/overview">Pertti Juhani Martikainen</ext-link>, University of Eastern Finland, Finland</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shushi Peng, <email>speng@pku.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biogeoscience, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>670867</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>02</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yin, Feng, Qiu and Peng.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yin, Feng, Qiu and Peng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Peatlands cover about 3% of the Earth&#x2019;s surface and are regarded as a vital carbon (C) pool and sink. The formation of peatland is supported by continuously supplied nitrogen (N) but the sources of this N remain unclear. Here, we first review N stocks and the rate they accumulate in peatlands, then we present the sources of N, especially through biological nitrogen fixation (BNF). We found that global peatlands store 5.9&#x2013;25.9&#xa0;Gt&#xa0;N. In the past millennia, northern peatlands have a lower N accumulated rate than tropical undisturbed peatlands. BNF rate is approximately 1.9&#x20;&#xb1; 2.7&#xa0;g&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in northern peatlands, higher than the rate of N deposition, 0.5&#x20;&#xb1; 0.4&#xa0;g&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>
<italic>.</italic> For tropical peatlands, BNF observation has hardly been reported yet and needs further investigation. This review provides a broad picture of peatland N cycling and suggests that there are large uncertainties, due to limited observations of BNF and N fluxes by inflow and outflow runoff. Therefore, we call for more efforts contributing to field observations and modelling of the N budget in peatlands.</p>
</abstract>
<kwd-group>
<kwd>peatland</kwd>
<kwd>BNF</kwd>
<kwd>nitrogen fixation</kwd>
<kwd>nitrogen accumulation</kwd>
<kwd>nitrogen stock</kwd>
<kwd>nitrogen cycle</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Peatland is a type of wetland ecosystem rich in peat, a type of soil that consists of partially decomposed organic material (<xref ref-type="bibr" rid="B53">Page and Baird, 2016</xref>). Although they cover only 3% of the global land surface (<xref ref-type="bibr" rid="B92">Yu et&#x20;al., 2010</xref>), peatlands contain &#x223c;644&#xa0;Gt&#xa0;C, which is 21% of the global total soil organic carbon (<xref ref-type="bibr" rid="B37">Leifeld and Menichetti, 2018</xref>). Moreover, this carbon (C) stock is increasing at a rate of 0.14&#xa0;Pg&#xa0;C&#xa0;yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B15">Gallego-Sala et&#x20;al., 2018</xref>), making peatlands an important C sink and potential C source in the context of climate change<italic>.</italic> Peat formation requires nitrogen (N) supply according to the C/N stoichiometry (C/N ratio) in organic matter (<xref ref-type="bibr" rid="B37">Leifeld and Menichetti, 2018</xref>), and uncertainties surrounding N hampers accurate prediction of the land C sink into the future (<xref ref-type="bibr" rid="B85">Wieder et&#x20;al., 2015</xref>). In the past 2&#xa0;decades, although more and more works related to the N cycle in peatlands at the site/regional level were reported [e.g., <xref ref-type="bibr" rid="B38">Le&#xf3;n and Oliv&#xe1;n (2014)</xref>; <xref ref-type="bibr" rid="B82">Wang et&#x20;al. (2015)</xref>; <xref ref-type="bibr" rid="B73">van Bellen et&#x20;al. (2020)</xref>], the global picture for the sources of N in peatlands remains still unclear.</p>
<p>There are three major ways of N input into a peatland ecosystem, i.e.,&#x20;atmospheric deposition, biological nitrogen fixation (BNF), and N inflow through upland runoff or discharge (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>). N deposition, which includes wet and dry deposition, varies across locations. For instance, total N deposition in peatlands ranges from less than 0.2&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in pristine bogs in Canada (<xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>) to more than 4&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in polluted regions in Europe (<xref ref-type="bibr" rid="B1">Aerts, 1997</xref>; <xref ref-type="bibr" rid="B70">Tauchnitz et&#x20;al., 2010</xref>)<italic>.</italic> In many studies, only bulk deposition was reported (<xref ref-type="bibr" rid="B12">Fenn et&#x20;al., 2003</xref>), which captures mainly wet deposition with a small amount of dry deposition (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>). Although the flux of dry deposition is comparable to wet deposition (<xref ref-type="bibr" rid="B52">Nadim et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B17">Godoy et&#x20;al., 2003</xref>), the dry deposition was often ignored, especially in sedge-dominated fens and wooded bogs, which may cause a large bias in peatland N budgets (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>).</p>
<p>BNF in peatlands can be found in free-living cyanobacteria (<xref ref-type="bibr" rid="B18">Granhall and Selander, 1973</xref>), quasi-symbiotic cyanobacteria associated with <italic>Sphagnum</italic> (<xref ref-type="bibr" rid="B55">Patova et&#x20;al., 2020</xref>), methanotrophs (<xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>), actinorhizal (actinomycete-nodulated) plants (<xref ref-type="bibr" rid="B66">Schwintzer, 1983</xref>) and other heterotrophic bacteria (<xref ref-type="bibr" rid="B32">Kox et&#x20;al., 2018</xref>). There are mainly two methods for measuring BNF: direct <sup>15</sup>N<sub>2</sub> assimilation (<sup>15</sup>N<sub>2</sub> method) (<xref ref-type="bibr" rid="B61">Saiz et&#x20;al., 2019</xref>) and the indirect acetylene (C<sub>2</sub>H<sub>2</sub>) reduction assay (ARA) (<xref ref-type="bibr" rid="B20">Hardy et&#x20;al., 1968</xref>). Both methods involve incubation of samples with a certain gas, <sup>15</sup>N<sub>2</sub> or acetylene, respectively, followed by determination of the <sup>15</sup>N signature in the incubated samples through mass spectrometry (<sup>15</sup>N<sub>2</sub> method) or amount of ethylene (C<sub>2</sub>H<sub>4</sub>) reduced from acetylene in the headspace through gas chromatography (ARA) (<xref ref-type="bibr" rid="B59">Rousk et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B74">van den Elzen et&#x20;al., 2020</xref>). For ARA, a conversion factor is needed to convert the moles of ethylene produced by nitrogenase enzyme activity into moles of N<sub>2</sub> fixed. Since the high cost of the <sup>15</sup>N<sub>2</sub> method prohibits its usage in widespread and repeated measurements, the indirect ARA is the most common method for measuring BNF (<xref ref-type="bibr" rid="B61">Saiz et&#x20;al., 2019</xref>). BNF rates reported in peatlands range from less than 0.1&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B84">Waughman and Bellamy, 1980</xref>; <xref ref-type="bibr" rid="B72">Urban and Eisenreich, 1988</xref>) to more than 2.5&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>).</p>
<p>Nutrient supply through streamflow or groundwater flow may be&#x20;important for net primary productivity and peat formation of minerotrophic peatlands and some bogs (<xref ref-type="bibr" rid="B72">Urban and Eisenreich, 1988</xref>; <xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>), but data are scarce. A watershed of Marcell Bog in Minnesota, United&#x20;States, received approximately 0.2&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> input through streamflow, 50% of which was retained in the bog (<xref ref-type="bibr" rid="B76">Verry and Timmons, 1982</xref>). A slope mire in Germany received 0.9&#x20;&#xb1;&#x20;0.2&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> and discharged 1.9&#x20;&#xb1; 0.3&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> through streamflow (<xref ref-type="bibr" rid="B70">Tauchnitz et&#x20;al., 2010</xref>), which was much less than the atmospheric deposition (4.9&#x20;&#xb1; 0.4&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>).</p>
<p>Thus, it is important to comb the knowns and unknowns of these three major sources into peatlands, and to understand the N cycle in peatlands. In this study, we first reviewed N stocks and N accumulation rates of global peatlands. Then we explored from literature the external sources of N in peatlands, especially via BNF. Overall, this meta-analysis provides information on N accumulation rates of peatlands and their sources, and summarizes current estimates of the N cycle in peatlands and knowledge&#x20;gaps.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>N Stock</title>
<p>
<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al. (2020)</xref> reported comprehensive estimates for the N stock of northern peatland (north of 30&#xb0;N) as 10&#x20;&#xb1; 7&#xa0;Gt&#xa0;N. Due to the lack of synthesis of N stocks in tropical and southern peatlands [mainly refer to Patagonian peatlands (<xref ref-type="bibr" rid="B92">Yu et&#x20;al., 2010</xref>)], N stocks there were derived by dividing C stocks with the mean values of C/N mass ratio. <xref ref-type="table" rid="T1">Table&#x20;1</xref> and <xref ref-type="table" rid="T2">Table&#x20;2</xref> summarize area, C stocks, N stocks and C/N ratios of global peatlands from literature. The C stock of tropical peatlands from <xref ref-type="bibr" rid="B56">Ribeiro et&#x20;al. (2020)</xref> was used here. For the C/N ratio of tropical peat, we compiled a dataset of 160 records (for details of all records, see <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>), which consists of two types of peatlands (defined by their degradation status): natural (labeled as &#x201c;undisturbed&#x201d;; <italic>n</italic>&#x20;&#x3d; 71 records), and disturbed (drained or logged, <italic>n</italic>&#x20;&#x3d; 75) peatlands. For undisturbed tropical peat, the oxic, above water-table active layer of peat is approximately 10&#x2013;30&#xa0;cm deep (<xref ref-type="bibr" rid="B49">Melling et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B16">Girkin et&#x20;al., 2020</xref>). To avoid the overrepresentation of sampling from surface soil, we divided the C/N ratios into two depth groups: surface or near surface peat (&#x201c;surface peat&#x201d;, <italic>n</italic>&#x20;&#x3d; 78) and deeper peat (&#x201c;lower peat&#x201d;, <italic>n</italic>&#x20;&#x3d; 51). Here, we simply defined surface or near surface as sampling depth less than 25&#xa0;cm, to match the availability of data (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Furthermore, tropical peatlands could also be classified by two climate types: alpine or montane, and lowland. In southern peatlands, the C stock and C/N ratio (median, in order to eliminate the impact of outliers in surface peat) were estimated from <xref ref-type="bibr" rid="B45">Loisel and Yu (2013a)</xref> and <xref ref-type="bibr" rid="B30">Knorr et&#x20;al. (2015)</xref>, respectively.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Area, carbon pool and long-term (apparent) rate of carbon accumulation (LORCA) of global/regional peatlands.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Region/Location</th>
<th align="center">Area (Mha)</th>
<th align="center">Carbon pool (GtC)</th>
<th align="center">LORCA (g C m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>)</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="5" align="left">Northern/boreal</td>
</tr>
<tr>
<td align="left">&#x2003;Boreal and subarctic</td>
<td align="center">342</td>
<td align="center">455</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B97">Gorham (1991)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Northern</td>
<td align="center">342</td>
<td align="center">436</td>
<td align="center">22.9&#x20;&#xb1; 0.2</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Northern</td>
<td align="center">400</td>
<td align="center">547 (473&#x2013;621)</td>
<td align="center">18.6</td>
<td align="left">
<xref ref-type="bibr" rid="B92">Yu et&#x20;al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Boreal</td>
<td align="center">360.9</td>
<td align="center">427</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Leifeld and Menichetti (2018)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Northern</td>
<td align="center">320</td>
<td align="center">545&#x2013;1,055</td>
<td align="center">33</td>
<td align="left">
<xref ref-type="bibr" rid="B101">Nichols and Peteet (2019)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Extratropical northern hemisphere (&#x3e;23&#xb0;N)</td>
<td align="center">370&#x20;&#xb1; 50</td>
<td align="center">415&#x20;&#xb1; 150</td>
<td align="center">34</td>
<td align="left">
<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td colspan="5" align="left">Tropical</td>
</tr>
<tr>
<td align="left">&#x2003;Tropical</td>
<td align="center">36.85</td>
<td align="center">50</td>
<td align="center">12.8</td>
<td align="left">
<xref ref-type="bibr" rid="B92">Yu et&#x20;al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Tropical</td>
<td align="center">44</td>
<td align="center">88.6 (81.7&#x2013;91.9)</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B54">Page et&#x20;al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Tropical</td>
<td align="center">&#x2014;</td>
<td align="center">104.7 (69.6&#x2013;129.8)</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B9">Dargie et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Tropical</td>
<td align="center">58.7</td>
<td align="center">119.2</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Leifeld and Menichetti (2018)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Tropical</td>
<td align="center">90&#x2013;170</td>
<td align="center">152&#x2013;288</td>
<td align="center">24&#x2013;300</td>
<td align="left">
<xref ref-type="bibr" rid="B56">Ribeiro et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Congo Basin</td>
<td align="center">14.5</td>
<td align="center">30.6 (6.3&#x2013;46.8)</td>
<td align="center">23.9&#x20;&#xb1; 5.8</td>
<td align="left">
<xref ref-type="bibr" rid="B9">Dargie et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Amazonian Peru</td>
<td align="center">3.56&#x20;&#xb1; 0.21</td>
<td align="center">3.14 (0.44&#x2013;8.15)</td>
<td align="center">52&#x20;&#xb1; 22</td>
<td align="left">
<xref ref-type="bibr" rid="B96">Draper et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td colspan="5" align="left">Southern</td>
</tr>
<tr>
<td align="left">&#x2003;Patagonia</td>
<td align="center">4.5</td>
<td align="center">15 (13&#x2013;18)</td>
<td align="center">22</td>
<td align="left">
<xref ref-type="bibr" rid="B92">Yu et&#x20;al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Patagonia</td>
<td align="center">4.5</td>
<td align="center">7.6</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B45">Loisel and Yu (2013a)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;West Tasmania</td>
<td align="center">1</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B102">Pemberton (2005)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Eastern Australia</td>
<td align="center">0.0085</td>
<td align="center">0.0068</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B95">Cowley and Fryirs (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Australian Alps</td>
<td align="center">0.052</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B98">Grover et&#x20;al. (2005)</xref>
</td>
</tr>
<tr>
<td colspan="5" align="left">Temperate (could overlap with Northern or Southern peatlands)</td>
</tr>
<tr>
<td align="left">Temperate</td>
<td align="center">18.5</td>
<td align="center">21.9</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Leifeld and Menichetti (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Hengduan Mountains</td>
<td align="center">0.49</td>
<td align="center">1.95</td>
<td align="center">34.9</td>
<td align="left">
<xref ref-type="bibr" rid="B100">Liu et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td colspan="5" align="left">Global</td>
</tr>
<tr>
<td align="left">&#x2003;Global</td>
<td align="center">463.2</td>
<td align="center">597.8</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Leifeld and Menichetti (2018)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Global</td>
<td align="center">423</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B88">Xu et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Global</td>
<td align="center">&#x2014;</td>
<td align="center">530&#x20;&#xb1; 160</td>
<td align="center">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al. (2020)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Nitrogen pool, long-term (apparent) rate of nitrogen accumulation (LORNA) and the mass ratio of carbon/nitrogen of global peatlands.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Region</th>
<th align="center">Area (Mha)</th>
<th align="center">Nitrogen pool (Gt N)</th>
<th align="center">LORNA (g N m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>)</th>
<th align="center">C/N mass ratio</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="6" align="left">Literature that provides estimated nitrogen pool</td>
</tr>
<tr>
<td align="left">&#x2003;Boreal</td>
<td align="center">&#x2014;</td>
<td align="center">8&#x2013;15</td>
<td align="center">0.42(0.19&#x2013;0.48)</td>
<td align="center">30&#x2013;55</td>
<td align="center">
<xref ref-type="bibr" rid="B42">Limpens et&#x20;al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Northern</td>
<td align="center">342</td>
<td align="center">9.7</td>
<td align="center">0.5&#x20;&#xb1; 0.04</td>
<td align="center">55&#x20;&#xb1; 33</td>
<td align="center">
<xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Northern<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="center">20.8</td>
<td align="center">18.5</td>
<td align="center">0.85</td>
<td align="center">22.8&#x20;&#xb1; 6.1&#x2013;33.0&#x20;&#xb1; 0.5</td>
<td align="center">
<xref ref-type="bibr" rid="B82">Wang et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Extratropical northern hemisphere</td>
<td align="center">370&#x20;&#xb1; 50</td>
<td align="center">10&#x20;&#xb1; 7</td>
<td align="center">&#x2014;</td>
<td align="center">37&#x20;&#xb1; 14</td>
<td align="center">
<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Tropical</td>
<td align="center">58.7</td>
<td align="center">4</td>
<td align="center">&#x2014;</td>
<td align="center">29.7(median)&#xb1;17.8</td>
<td align="center">
<xref ref-type="bibr" rid="B37">Leifeld and Menichetti (2018)</xref>
</td>
</tr>
<tr>
<td colspan="6" align="left">Literature that provides C/N ratio</td>
</tr>
<tr>
<td align="left">&#x2003;Patagonia</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">40&#x2013;120</td>
<td align="center">
<xref ref-type="bibr" rid="B94">Broder et&#x20;al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Patagonia</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">36&#x2013;175</td>
<td align="center">
<xref ref-type="bibr" rid="B30">Knorr et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Panama</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">19</td>
<td align="center">
<xref ref-type="bibr" rid="B103">Sjogersten et&#x20;al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Eastern Australia</td>
<td align="center">0.0085</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">15&#x2013;58</td>
<td align="center">
<xref ref-type="bibr" rid="B95">Cowley and Fryirs (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Australian Alps</td>
<td align="center">0.052</td>
<td align="center">&#x2014;</td>
<td align="left"/>
<td align="center">20.8&#x2013;115</td>
<td align="center">
<xref ref-type="bibr" rid="B98">Grover et&#x20;al. (2005)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Zoige, China</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">15.76&#x2013;18.16</td>
<td align="center">
<xref ref-type="bibr" rid="B99">Li et&#x20;al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Minnesota, United&#x20;States</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">35&#x2013;74</td>
<td align="center">
<xref ref-type="bibr" rid="B72">Urban and Eisenreich (1988)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Britain</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">0.70&#x20;&#xb1; 0.09</td>
<td align="center">41.2</td>
<td align="center">
<xref ref-type="bibr" rid="B63">Schillereff et&#x20;al. (2016)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Northern peatlands are represented by sites in Ontario, Canada.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2-2">
<title>Rates of N Accumulation</title>
<p>The long-term (apparent) rate of N accumulation (LORNA) was calculated as the cumulative N mass (g m<sup>&#x2212;2</sup>) of a peat core divided by the core&#x2019;s basal age (<xref ref-type="bibr" rid="B104">Tolonen and Turunen, 1996</xref>). In boreal peatlands, values of LORNA were collected from literature (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B82">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Schillereff et&#x20;al., 2016</xref>) as shown in <xref ref-type="table" rid="T2">Table&#x20;2</xref>. In tropical and southern peatlands, values of LORNA have seldom been reported, so we estimated them from the previously reported long-term carbon accumulated rate (LORCA) and C/N ratio (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). We compiled 26 records of LORCA of tropical peat, distributed in South America (<italic>n</italic>&#x20;&#x3d; 19), Southeast Asia (<italic>n</italic>&#x20;&#x3d; 6) and Africa (<italic>n</italic>&#x20;&#x3d; 1). Note that some records contain more than one peat core (For example, the Congo record in Africa is mean of 61 cores). Basal ages of these tropical peat cores range from &#x3e;26,000 to 1,975&#xa0;cal&#xa0;year&#x20;BP.</p>
<p>Recent (apparent) rate of N accumulation (RERNA) was calculated as the cumulative N mass from the peat surface to a depth corresponding to a given date, divided by its age (<xref ref-type="bibr" rid="B104">Tolonen and Turunen, 1996</xref>; <xref ref-type="bibr" rid="B38">Le&#xf3;n and Oliv&#xe1;n, 2014</xref>). In this paper, we defined &#x201c;recent&#x201d; as younger than 500&#x20;years since the oldest RERNA reported in literature was about 400&#xa0;years old (<xref ref-type="bibr" rid="B38">Le&#xf3;n and Oliv&#xe1;n, 2014</xref>). 75 records of northern peatlands were used to investigate the RERNA (<xref ref-type="table" rid="T3">Table&#x20;3</xref>). Specifically, records of RERNA in northern peatlands were divided into two groups: 1) Group A: RERNA calculated from peat core properties with the database provided by <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref> (records are available via Pangaea). In this case, multiple cores taken from the same peatland were considered as independent records since these cores were not designed as replicates (<xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>). In total, group A consists of 19 records, distributed in Canada (<italic>n</italic>&#x20;&#x3d; 14), United&#x20;States (<italic>n</italic>&#x20;&#x3d; 1), Sweden (<italic>n</italic>&#x20;&#x3d; 1), Scotland (<italic>n</italic>&#x20;&#x3d; 2) and Russia (<italic>n</italic>&#x20;&#x3d; 1). 2) Group B: data collected from literature other than <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref> and <xref ref-type="bibr" rid="B40">Li et&#x20;al. (2018)</xref>, providing only RERNA but without information of properties of peat cores. Group B consisted of 56 records, distributed in Canada (<italic>n</italic>&#x20;&#x3d; 45), United&#x20;States (<italic>n</italic>&#x20;&#x3d; 6) and Sweden (<italic>n</italic>&#x20;&#x3d; 5). The data from <xref ref-type="bibr" rid="B40">Li et&#x20;al. (2018)</xref> were discussed in <italic>Recent Rate of Nitrogen Accumulation</italic>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Recent rate of nitrogen accumulation (RERNA) in peatlands.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Location</th>
<th align="center">RERNA (g N m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>)</th>
<th align="center">Age (years)</th>
<th align="center">Number of peatlands</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Northern peatlands</td>
<td align="center">0.6&#x20;&#xb1; 0.4</td>
<td align="center">&#x3c;500</td>
<td align="center">19</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">Alberta, Canada</td>
<td align="center">1.97&#x20;&#xb1; 0.12</td>
<td align="center">25</td>
<td align="center">15</td>
<td align="left">
<xref ref-type="bibr" rid="B77">Vile et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">Alberta, Canada</td>
<td align="center">0.94&#x20;&#xb1; 0.08</td>
<td align="center">since 1850</td>
<td align="center">7</td>
<td align="left">
<xref ref-type="bibr" rid="B73">van Bellen et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Eastern Canada</td>
<td align="center">1.46&#x20;&#xb1; 0.67</td>
<td align="center">150</td>
<td align="center">23</td>
<td align="left">
<xref ref-type="bibr" rid="B71">Turunen et&#x20;al. (2004)</xref>; <xref ref-type="bibr" rid="B50">Moore et&#x20;al. (2005)</xref>
</td>
</tr>
<tr>
<td align="left">Minnesota, United&#x20;States</td>
<td align="center">2.32</td>
<td align="center">86</td>
<td align="center">6</td>
<td align="left">
<xref ref-type="bibr" rid="B72">Urban and Eisenreich (1988)</xref>
</td>
</tr>
<tr>
<td align="left">Stordalen, northern Sweden</td>
<td align="center">1.3</td>
<td align="center">100</td>
<td align="center">3</td>
<td align="left">
<xref ref-type="bibr" rid="B47">Malmer and Holm (1984)</xref>
</td>
</tr>
<tr>
<td align="left">Getamossen, southern Sweden</td>
<td align="center">2.0</td>
<td align="center">100</td>
<td align="center">2</td>
<td align="left">
<xref ref-type="bibr" rid="B47">Malmer and Holm (1984)</xref>
</td>
</tr>
<tr>
<td align="left">Isla Grande de Chilo&#xe9;, Chile</td>
<td align="center">0.97&#x20;&#xb1; 0.68</td>
<td align="center">&#x3c;400</td>
<td align="center">5</td>
<td align="left">
<xref ref-type="bibr" rid="B38">Le&#xf3;n and Oliv&#xe1;n (2014)</xref>
</td>
</tr>
<tr>
<td align="left">Zoige Plateau, China</td>
<td align="center">13.0&#x20;&#xb1; 7.4</td>
<td align="center">&#x3c;200</td>
<td align="center">5</td>
<td align="left">
<xref ref-type="bibr" rid="B40">Li et&#x20;al. (2018)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-3">
<title>Biological Nitrogen Fixation</title>
<p>We collected information about BNF in peatlands from papers and books following the criteria as below:</p>
<p>Rate of BNF must have been measured in peatlands. Peatland was defined as where the surface soil layer (a minimum thickness of 30&#xa0;cm) consists of at least 65% organic content (<xref ref-type="bibr" rid="B54">Page et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B9">Dargie et&#x20;al., 2017</xref>). We believed in the authors&#x2019; scientific judgement on the peatlands even without definite peat properties, i.e.,&#x20;once they claimed their study was carried out in peatlands (including statement as <italic>mire, fen, bog or swamp</italic>), the paper was included for our meta-analysis. However, if the studies were carried out in <italic>wetland</italic> when the author(s) did not indicate the existence of peat, they were not included in this analysis. In the case where a study contained multiple sites or types of peatlands, each site or type of peatland was considered as an independent record.</p>
<p>In total, we obtained 21 records that reported an annual N<sub>2</sub> fixation rate, and 8 records that reported short-term (i.e.,&#x20;daily or hourly) nitrogenase activities in peatlands (<xref ref-type="table" rid="T4">Table&#x20;4</xref>). Significance tests were performed with Student&#x2019;s <italic>t</italic>-test. Linear correlation analyses were performed on IBM<sup>&#xae;</sup> SPSS<sup>&#xae;</sup> Statistics&#x20;26.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Rates of biological N<sub>2</sub> fixation (BNF) in peatlands. Conversion factor (CF) is the ratio between C<sub>2</sub>H<sub>4</sub> produced using the ARA method and the N fixed using the <sup>15</sup>N<sub>2</sub> method.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Location</th>
<th align="center">Peatland type</th>
<th align="center">BNF, annual (g&#x20;N m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>)</th>
<th align="center">BNF, short-term</th>
<th align="center">Major nitrogen-fixing organism</th>
<th align="center">Assay method(s)</th>
<th align="center">Incubation time</th>
<th align="center">CF</th>
<th align="center">Atmospheric deposition of nitrogen (g N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>)</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="10" align="left">Rates of BNF reported with annual value</td>
</tr>
<tr>
<td rowspan="5" align="left">&#x2003;Stordalen, Swedish Lapland</td>
<td align="left">Bog</td>
<td align="center">0.03</td>
<td align="left"/>
<td align="left">Anaerobic bacteria in peat</td>
<td align="left">ARA</td>
<td align="left">2&#xa0;h</td>
<td align="center">1.5 (<xref ref-type="bibr" rid="B21">Hardy et&#x20;al., 1971</xref>)</td>
<td align="left">0.035 (precipitation)</td>
<td align="left">
<xref ref-type="bibr" rid="B18">Granhall and Selander (1973)</xref>
</td>
</tr>
<tr>
<td align="left">Bog</td>
<td align="center">0.15</td>
<td align="left"/>
<td align="left">Aerobic bacteria in peat</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Fen</td>
<td align="center">0.16</td>
<td align="left"/>
<td align="left">Mosses surrounded with free-living blue-green algae</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Fen</td>
<td align="center">9.4</td>
<td align="left"/>
<td align="left">Mosses with epiphytically and intracellularly associated blue-green algae</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Fen</td>
<td align="center">11.5</td>
<td align="left"/>
<td align="left">Free-living blue-green algae</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Stordalen, Swedish Lapland</td>
<td align="left">Bog</td>
<td align="center">1.0&#x2013;6.4 (3.2&#x20;&#xb1; 2.4)</td>
<td align="left"/>
<td align="left">Cyanobacteria associated with <italic>Sphagnum</italic> and <italic>Drepanocladus</italic>
</td>
<td align="left">ARA</td>
<td align="left">50&#x2013;150&#xa0;min</td>
<td align="center">3 (<xref ref-type="bibr" rid="B21">Hardy et&#x20;al., 1971</xref>)</td>
<td align="left">0.35</td>
<td align="left">
<xref ref-type="bibr" rid="B4">Basilier et&#x20;al. (1978)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="left">&#x2003;Germany</td>
<td align="left">Bog</td>
<td align="center">0.07</td>
<td align="left"/>
<td align="left">Aerobic heterotrophs</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B84">Waughman and Bellamy (1980)</xref>
</td>
</tr>
<tr>
<td align="left">Poor fen</td>
<td align="center">0.53</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Massachusetts, United States</td>
<td align="left">Bog</td>
<td align="center">1.0</td>
<td align="left"/>
<td align="left">
<italic>Sphagnum</italic> and peat</td>
<td align="left">ARA,<sup>15</sup>N<sub>2</sub> calibration</td>
<td align="left">3&#xa0;h</td>
<td align="center">3.5</td>
<td align="left">0.7 (bulk deposition)</td>
<td align="left">
<xref ref-type="bibr" rid="B7">Chapman and Hemond (1982)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Massachusetts, United&#x20;States</td>
<td align="left">Fen</td>
<td align="center">3.6</td>
<td align="left"/>
<td align="left">Actinomycete symbiotic to <italic>Myrica gale</italic> nodules</td>
<td align="left">ARA</td>
<td align="left">22&#x2013;30&#xa0;h</td>
<td align="center">4.0</td>
<td align="left">0.65 (bulk deposition)</td>
<td align="left">
<xref ref-type="bibr" rid="B66">Schwintzer (1983)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Minnesota, United&#x20;States</td>
<td align="left">Bog</td>
<td align="center">0.05&#x2013;0.07</td>
<td align="left"/>
<td align="left">
<italic>Sphagnum</italic> peat&#x2a;</td>
<td align="left">ARA</td>
<td align="left">2&#x2013;4&#xa0;h</td>
<td align="center">4.0&#x20;&#xb1; 0.5 (<xref ref-type="bibr" rid="B4">Basilier et&#x20;al., 1978</xref>; <xref ref-type="bibr" rid="B7">Chapman and Hemond, 1982</xref>)</td>
<td align="left">1.04&#x20;&#xb1; 0.1 (wet and dry deposition)</td>
<td align="left">
<xref ref-type="bibr" rid="B72">Urban and Eisenreich (1988)</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">&#x2003;Bothnian Bay, Finland</td>
<td align="left">Mesotrophic fen</td>
<td align="center">2.94</td>
<td align="left">45&#xa0;nmol&#xa0;N g<sup>&#x2212;1</sup> moss DW h<sup>&#x2212;1</sup>
</td>
<td rowspan="3" align="left">Methanotrophs associated with <italic>Sphagnum</italic>
</td>
<td rowspan="3" align="left">
<sup>15</sup>N<sub>2</sub>,<sup>13</sup>CH<sub>4</sub>
</td>
<td rowspan="3" align="left">45&#xa0;h</td>
<td rowspan="3" align="center">&#x2014;</td>
<td rowspan="3" align="left">0.3 (inorganic N)</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B36">Larmola et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">Oligotrophic fen</td>
<td align="center">0.14</td>
<td align="left">6&#xa0;nmol&#xa0;N g<sup>&#x2212;1</sup> moss DW h<sup>&#x2212;1</sup>
</td>
</tr>
<tr>
<td align="left">Fen-bog</td>
<td align="center">0.28</td>
<td align="left">6&#xa0;nmol&#xa0;N g<sup>&#x2212;1</sup> moss DW h<sup>&#x2212;1</sup>
</td>
</tr>
<tr>
<td align="left">&#x2003;Alberta, Canada</td>
<td align="left">Bog</td>
<td align="center">2.58&#xb1;0.24</td>
<td align="left"/>
<td align="left">Methanotrophs associated with <italic>Sphagnum</italic>, Beijerinckiaceae (Rhizobiales)</td>
<td align="left">
<sup>15</sup>N<sub>2</sub>, ARA</td>
<td align="left">24&#xa0;h</td>
<td align="center">0.29&#xb1;0.09 &#x2013; 0.46&#xb1;0.09</td>
<td align="left">0.08-0.2 (wet and dry deposition)</td>
<td align="left">
<xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Northern Sweden</td>
<td align="left">Fen</td>
<td align="center">0.26</td>
<td align="left">13.7&#x20;&#x3bc;mol C<sub>2</sub>H<sub>2</sub>&#x20;m<sup>-2</sup> h<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum</italic> fuscum associated <italic>Cyanobacteria</italic>
</td>
<td align="left">ARA</td>
<td align="left">2&#xa0;h</td>
<td align="center">2.48 (<xref ref-type="bibr" rid="B68">Sorensen et&#x20;al., 2006</xref>)</td>
<td align="left">&#x3c;0.2</td>
<td align="left">
<xref ref-type="bibr" rid="B57">Rousk et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Denmark</td>
<td align="left">Bog</td>
<td align="center">&#x3c;0.4</td>
<td align="left">4.2&#xb1;1.4&#x20;&#x3bc;mol C<sub>2</sub>H<sub>2</sub>&#x20;m<sup>-2</sup> h<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum</italic> spp.</td>
<td align="left">ARA</td>
<td align="left">2&#xa0;h</td>
<td align="center">3</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B59">Rousk et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Russia</td>
<td align="left">Bog</td>
<td align="center">1.51-3.5</td>
<td align="left">1.28-3.02&#x20;g C<sub>2</sub>H<sub>4</sub>&#x20;m<sup>-2</sup> yr<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum</italic>-associated <italic>Cyanobacteria</italic>: Nostoc paludosum, Microchaete tenera, Anabaena verrucose, Hapalosiphon pumilus</td>
<td align="left">ARA</td>
<td align="left">&#x2014;</td>
<td align="center">0.85 (<xref ref-type="bibr" rid="B69">Stewart et&#x20;al., 2011</xref>)</td>
<td align="left">0.27 (precipitation)</td>
<td align="left">
<xref ref-type="bibr" rid="B55">Patova et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">&#x2003;Southern Sweden</td>
<td align="left">Bog</td>
<td align="center">0.006</td>
<td align="left"/>
<td rowspan="3" align="left">
<italic>Sphagnum</italic> spp.</td>
<td rowspan="3" align="left">
<sup>15</sup>N<sub>2</sub>
</td>
<td rowspan="3" align="left">48&#xa0;h</td>
<td rowspan="3" align="center">&#x2014;</td>
<td rowspan="3" align="left">0.6 (wet and dry deposition)</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B74">van den Elzen et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Rich fen</td>
<td align="center">0.06</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Lagg fen</td>
<td align="center">0.12</td>
<td align="left"/>
</tr>
<tr>
<td colspan="10" align="left">Rates of BNF reported only with short-term value</td>
</tr>
<tr>
<td align="left">&#x2003;Minnesota, United&#x20;States</td>
<td align="left">Bog</td>
<td align="center">&#x2014;</td>
<td align="left">0-163&#xa0;&#x3bc;mol C<sub>2</sub>H<sub>4</sub>&#x20;m<sup>-2</sup> h<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum fallax</italic> and <italic>S. angustifolium</italic>
</td>
<td align="left">ARA,<sup>15</sup>N<sub>2</sub>
</td>
<td align="left">1&#xa0;week</td>
<td align="center">0.26</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Warren et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Finland</td>
<td align="left">Fen</td>
<td align="center">&#x2014;</td>
<td align="left">1.4&#xb1;0.2&#xa0;&#x3bc;mol <sup>15</sup>N<sub>2</sub>&#x20;g<sup>-1</sup> DW d<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum</italic>-associated <italic>Alphaproteobacteria</italic>
</td>
<td align="left">
<sup>15</sup>N<sub>2</sub>
</td>
<td align="left">48 h</td>
<td align="center">&#x2014;</td>
<td align="left">0.40 (precipitation)</td>
<td align="left">
<xref ref-type="bibr" rid="B32">Kox et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Finland</td>
<td align="left">Fen</td>
<td align="center">&#x2014;</td>
<td align="left">0.07&#xb1;0.07&#xa0;&#x3bc;mol <sup>15</sup>N<sub>2</sub>&#x20;g<sup>-1</sup> DW d<sup>-1</sup>
</td>
<td align="left">sedges, <italic>Carex, Sphagnum</italic> spp.</td>
<td align="left">
<sup>15</sup>N<sub>2</sub> &#x2b; <sup>13</sup>CH<sub>4</sub>
</td>
<td align="left">48 h</td>
<td align="center">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B39">Leppanen et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Minnesota, United&#x20;States</td>
<td align="left">Bog</td>
<td align="center">&#x2014;</td>
<td align="left">15 (mean)&#xa0;nmol <sup>15</sup>N<sub>2</sub>&#x20;g<sup>-1</sup> d<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum fallax</italic>
</td>
<td align="left">ARA, <sup>15</sup>N<sub>2</sub>
</td>
<td align="left">1&#xa0;week</td>
<td align="center">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B6">Carrell et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Fochtelo&#xeb;rveen, The Netherlands</td>
<td align="left">Fen</td>
<td align="center">&#x2014;</td>
<td align="left">6.5&#xb1;0.9&#xa0;&#x3bc;mol <sup>15</sup>N<sub>2</sub>&#x20;g<sup>-1</sup> d<sup>-1</sup>
</td>
<td align="left">
<italic>Molinia caerulea, S</italic>. <italic>palustre, S. fallax</italic>
</td>
<td align="left">
<sup>15</sup>N<sub>2</sub>
</td>
<td align="left">48 h</td>
<td align="center">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B33">Kox et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Ilperveld, The Netherlands</td>
<td align="left">Fen</td>
<td align="center">&#x2014;</td>
<td align="left">4.4&#xb1;0.2&#xa0;&#x3bc;mol <sup>15</sup>N<sub>2</sub>&#x20;g<sup>-1</sup> d<sup>-1</sup>
</td>
<td align="left">
<italic>S. palustre</italic>, <italic>S. fallax</italic>
</td>
<td align="left">
<sup>15</sup>N<sub>2</sub>
</td>
<td align="left">48 h</td>
<td align="center">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B33">Kox et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Site OBS, Patagonia</td>
<td align="left">Bog</td>
<td align="center">&#x2014;</td>
<td align="left">58&#xb1;26&#xa0;mmol N<sub>2</sub>&#x20;m<sup>-2</sup> d<sup>-1</sup>
</td>
<td align="left">
<italic>Sphagnum magellanicum</italic>
</td>
<td align="left">ARA, <sup>15</sup>N<sub>2</sub>
</td>
<td align="left">28 h, 72-80 h</td>
<td align="center">0.4-0.5</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Knorr et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Site SKY, Patagonia</td>
<td align="left">Bog</td>
<td align="center">&#x2014;</td>
<td align="left">32&#xb1;13&#xa0;mmol N<sub>2</sub>&#x20;m<sup>-2</sup> d<sup>-1</sup>
</td>
<td align="left">Vascular <italic>cushion</italic> plants</td>
<td align="left">ARA, <sup>15</sup>N<sub>2</sub>
</td>
<td align="left">28 h, 72-80 h </td>
<td align="center">0.5-1.8</td>
<td align="left">&#x2014;</td>
<td align="left">Korr et&#x20;al. (2015)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In addition, climate data were derived from database CRU TS v4.04 (<xref ref-type="bibr" rid="B22">Harris et&#x20;al., 2020</xref>). Mean temperature during the growing season and mean annual precipitation were obtained during the period of 1981&#x2013;2010. The growing season was defined as early June to end of August (<xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B57">Rousk et&#x20;al., 2015</xref>).</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>C/N Ratio of Tropical Peatland and Nitrogen Stock</title>
<p>Of all the 160 records of C/N ratio in tropical peatlands, 78 records belong to surface peat, 51 records lower peat, and 31 records unknown. The C/N ratio ranges from 10 to 85.6, with a mean of 35.0&#x20;&#xb1; 18.4 (&#xb1;standard deviation) for all records. For all the 129 records of known depth, 60 were from natural/undisturbed peatlands and 69 were from disturbed or degraded peatlands. For undisturbed peats, the C/N ratio is 25.9&#x20;&#xb1; 8.2 for surface peat (<italic>n</italic>&#x20;&#x3d; 31) and 33.0&#x20;&#xb1; 20.0 for lower peat (<italic>n</italic>&#x20;&#x3d; 29), however, the difference between surface and lower peat is not statistically significant (<italic>p</italic>&#x20;&#x3e; 0.05). For disturbed peats, the C/N ratio of lower peat (57.6&#x20;&#xb1; 21.6, <italic>n</italic>&#x20;&#x3d; 22) is significantly higher than that of surface peat (35.3&#x20;&#xb1; 16.0; <italic>n</italic>&#x20;&#x3d; 47) (<italic>p</italic>&#x20;&#x3c; 0.01). The disturbed peatlands tend to have a lower C/N ratio in the surface peat than in the lower peat. This suggests different loss rates of C and N in the disturbed surface layer, the C loss being faster than that of N under degradation of tropical peat. In addition, although the difference between C/N ratios of surface and lower peats in undisturbed tropical peatlands is nonsignificant, they show a contrary trend compared to northern peatlands. In non-permafrost northern peatlands, C/N ratios decline with increasing depth as a result of slow, but continuous, anaerobic decay remobilizing the carbon (<xref ref-type="bibr" rid="B47">Malmer and Holm, 1984</xref>; <xref ref-type="bibr" rid="B34">Kuhry and Vitt, 1996</xref>; <xref ref-type="bibr" rid="B62">Sannel and Kuhry, 2009</xref>; <xref ref-type="bibr" rid="B81">Wang et&#x20;al., 2014</xref>).</p>
<p>For lower peats, C/N ratios show little dependence on the sampling depth (<italic>r</italic>&#x20;&#x3d; -0.21, <italic>p</italic>&#x20;&#x3d; 0.141). This indicates that the C/N ratio in deeper layers is more or less randomly distributed along the core depth despite that the C/N ratio in surface peat, or approximately active layer, is significantly lower than the deeper, less active layer. Thus, the C/N ratio for all tropical peat weighted by depth is 42.9&#x20;&#xb1; 24.5 (<italic>n</italic>&#x20;&#x3d; 114, including both disturbed and undisturbed peatlands), with the provision that the surface and lower peat have average sampling depths of 7.5 and 125&#xa0;cm, respectively. The C/N ratio for undisturbed peatlands (32.6&#x20;&#xb1; 19.5) is slightly higher than the previous estimate of tropical peats of 29.7&#x20;&#xb1; 17.8 (<xref ref-type="bibr" rid="B37">Leifeld and Menichetti, 2018</xref>) since we included more records from lower peat that has higher C/N ratio. The C/N ratio for undisturbed tropical peatlands is in range of that of northern peatlands (30&#x2013;55, <xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>).</p>
<p>We also noticed that C/N ratios of alpine or montane peatlands in tropical regions (19.9&#x20;&#xb1; 8.3, <italic>n</italic>&#x20;&#x3d; 23) and tropical lowland peatlands (37.2&#x20;&#xb1; 18.3, <italic>n</italic>&#x20;&#x3d; 125) show significant difference (<italic>p</italic>&#x20;&#x3c; 0.001). This is probably due to the lower C content in those alpine or montane peatlands in tropical regions (<italic>p</italic>&#x20;&#x3c; 0.001, compared with C% in tropical lowland peatland), suggesting the materials (leaf and root litters etc.) that formed peat are different from that in tropical lowland peatlands, or it is a bias caused by the small sampling set in alpine or montane peatlands.</p>
<p>By simply adopting the depth-weighted mean of C/N ratio of 43 (33&#x20;&#xb1; 20 for undisturbed and 56&#x20;&#xb1; 23 for disturbed peatlands) and C stock of 152&#x2013;288&#xa0;Gt&#xa0;C (<xref ref-type="bibr" rid="B56">Ribeiro et&#x20;al., 2020</xref>), as C stocks for disturbed and undisturbed are not available yet, we estimated at nitrogen pool of 2.7&#x2013;8.7&#xa0;Gt&#xa0;N for tropical peatlands by taking the uncertainty of C/N ratio for disturbed and undisturbed peatlands. In southern peatlands, the N stock has not been reported yet. Since the peat formation condition in Patagonia is similar to that in boreal regions (<xref ref-type="bibr" rid="B45">Loisel and Yu, 2013a</xref>), we adopted a C stock of 7.6&#xa0;Gt&#xa0;C (<xref ref-type="bibr" rid="B45">Loisel and Yu, 2013a</xref>) and a C/N ratio of 45 (<xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>), and estimated the N stock of Patagonia at 0.17&#xa0;Gt&#xa0;N. With northern peatlands storing 10&#x20;&#xb1; 7&#xa0;Gt&#xa0;N (<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al., 2020</xref>), summing up the peatland N stocks in the above three regions (i.e.,&#x20;10&#x20;&#xb1; 7, 2.7&#x2013;8.7 and 0.17&#xa0;Gt&#xa0;N, respectively), the global peatland N stock was estimated at 5.9&#x2013;25.9&#xa0;Gt&#xa0;N, which is 4&#x2013;19% of global total N stocks in the top 100&#xa0;cm of soil layer [i.e.,&#x20;133&#x2013;140&#xa0;Gt&#xa0;N (<xref ref-type="bibr" rid="B78">Vitousek et&#x20;al., 1997</xref>)].</p>
<p>Generally, there are two approaches used to estimate nitrogen stock in peatlands. The first approach estimates the peatland N stock by dividing the C stock with a mean value of C/N ratio (<xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B82">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B37">Leifeld and Menichetti, 2018</xref>). The second approach builds a linear relationship between peat depth and N stock with known data of peat cores, with which N stock could be predicted by peat depth (<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al., 2020</xref>). Through the first approach, <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref> estimated the N stock of northern peatlands at 9.7&#xa0;Gt&#xa0;N by assuming a mean C/N ratio of 45 based on N content data of 40 peat cores. Through the same approach, <xref ref-type="bibr" rid="B82">Wang et&#x20;al. (2015)</xref> analyzed more than 400 peat cores from Ontario, Canada, and showed that C/N ratio ranged from 22.8&#x20;&#xb1; 6.1 to 33.0&#x20;&#xb1; 0.5 (<italic>n</italic>&#x20;&#x3d; &#x223c;1,600), thus they estimated northern peatlands had accumulated 18.5&#xa0;Gt&#xa0;N since deglaciation. There were two key differences between the above two studies: <xref ref-type="bibr" rid="B82">Wang et&#x20;al. (2015)</xref> collected information on more peat cores while the cores were distributed in a much more extended area in <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref>. For tropical peatlands,&#x20;<xref ref-type="bibr" rid="B37">Leifeld and Menichetti (2018)</xref> estimated the N stock at 4&#xa0;Gt&#xa0;N based on a median C/N ratio of 29.7 and a C stock of 119.2&#xa0;Gt&#xa0;C.</p>
<p>Through the second approach, the N stock of northern peatlands was estimated at 10&#x20;&#xb1; 7&#xa0;Gt&#xa0;N, and the large uncertainty came from the high variability of depth and total N content (<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al., 2020</xref>). There are several factors that may have large effects on N content and C/N ratio. Vegetation types that form peat are different, with <italic>Sphagnum</italic> peat having significantly lower N content and higher C/N ratio than woody and herbaceous peat (<xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>). Histories of peatland formation and the evolution of N content and the C/N ratio could be largely driven by climate change in Holocene (<xref ref-type="bibr" rid="B90">Yu, 2011</xref>; <xref ref-type="bibr" rid="B93">Zhao et&#x20;al., 2014</xref>).</p>
<p>Decomposition and degradation history also affect N stock of a peatland (<xref ref-type="bibr" rid="B2">Anshari et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B91">Yu, 2012</xref>). Overall, the estimated regional N stocks still have large uncertainty because of the large spatial heterogeneity of peat C/N ratio and N stock as well as the quite limited data in both of above two approaches.</p>
</sec>
<sec id="s3-2">
<title>Long-Term Rate of Nitrogen Accumulation</title>
<p>As summarized in <xref ref-type="table" rid="T2">Table&#x20;2</xref>, the estimation of LORNA of northern peatlands ranges from 0.42 to 0.85&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B82">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Schillereff et&#x20;al., 2016</xref>). In tropical peatlands, the average LORCA was 41.0&#x20;&#xb1; 20.9&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (n &#x3d; 26; Supplementary Data). By applying a depth-weighted mean of the C/N ratio as 33 for undisturbed tropical peatlands (see <italic>C/N Ratio of Tropical Peatland and Nitrogen Stock</italic>), the average LORNA of tropical undisturbed peatlands was estimated at 1.24&#x20;&#xb1; 0.63&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>. The LORNA in tropical peatlands is faster than that in northern peatlands, which could be mainly explained by the higher LORCA in tropical peatlands than northern peatlands (34&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>, <xref ref-type="bibr" rid="B25">Hugelius et&#x20;al., 2020</xref>). In southern peatlands, the LORNA in Patagonia was estimated at 0.49&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> by adopting a LORCA of 22&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B92">Yu et&#x20;al., 2010</xref>) and an average C/N ratio of&#x20;45.</p>
<p>A more representative dataset of peat properties would help improve the estimation of LORNAs. For example, by estimating the time-weighted C/N ratio (55&#x20;&#xb1; 33) from 40 peat cores across North America and northern Eurasia, <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref> indicated that northern peatlands had accumulated N at a rate of 0.5&#x20;&#xb1; 0.04&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> during the Holocene. Moreover, based on the data of more than 400 peat cores from Ontario, Canada, <xref ref-type="bibr" rid="B82">Wang et&#x20;al. (2015)</xref> obtained the mean of C/N ratio as 27, and estimated LORNA of northern peatlands at 0.85&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> by adopting the LORCA of 23&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> from <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref>. However, it is unknown whether the C/N ratio of 27 or 55&#x20;&#xb1; 33 is more representative for northern peatlands. Thus, more peat cores containing C and N content are needed to help improve both spatial and temporal resolution for the estimation of N accumulation.</p>
<p>Since LORNA is the average accumulation rate during the whole life-time of a peat-core, it is difficult to reflect the transient or short-term behaviors of N accumulation as well as its change with time. <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> illustrates the changes of a 500-year N accumulation rate from 11,000&#x20;years ago to present, which was derived from the dataset of <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref> that contains 19 peat core profiles with a high-resolution of age and N content data. Although the LORNA was estimated at 0.59&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>, the highest N accumulation rate was observed to be between 9.5 and 8 kyr BP, equivalent to 1.3 (mean) g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>, and the lowest was observed to be between 3 and 2&#xa0;kyr&#x20;BP,&#x20;equivalent to 0.32&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>. The variation of the&#x20;N accumulation rate in peat cores reflected the possible peatlands&#x2019; development history&#x2014;in the early stage of peatland development, peatlands were covered by more herbaceous vegetation characterized by low C/N ratio and high N content, but in the latest stage, they were shifted into <italic>Sphagnum</italic>-dominated bog characterized by high C/N ratio and low N content (<xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>). By calculating the apparent rate of N accumulation from surface to bottom horizon of a peat profile, it was shown that, across the 19 peat cores, the apparent rate had a much higher variability in the most recent period but a lower variability during the Holocene. This pattern is possibly related to large spatial variation of N deposition and/or other N inputs across the peat cores for the most recent period.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Accumulation rate of N in each 500-year bins from 10,500 to 500&#xa0;cal&#xa0;year BP. Error bars show the standard deviations. Data are from database at <ext-link ext-link-type="uri" xlink:href="https://peatlands.lehigh.edu/">https://peatlands.lehigh.edu</ext-link> (<italic>n</italic>&#x20;&#x3d; 19).</p>
</caption>
<graphic xlink:href="feart-10-670867-g001.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Recent Rate of Nitrogen Accumulation</title>
<p>Most of the RERNA data were reported in northern peatlands, only one data of RERNA was reported in southern peatlands (0.97&#x20;&#xb1; 0.68&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in Isla Grande de Chilo&#xe9;, Chile, Le&#xf3;n and Oliv&#xe1;n, 2014) and no data had yet been reported in tropical peatlands. Therefore, the analysis of RERNA mainly focused on that in northern peatlands, as summarized in <xref ref-type="table" rid="T3">Table&#x20;3</xref>.</p>
<p>In northern peatlands, RERNA of Group A was estimated at 0.6&#x20;&#xb1; 0.4&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (n &#x3d; 19), which was 1.2&#x20;times that of LORNA (i.e.,&#x20;0.5&#x20;&#xb1; 0.04&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>). In Group B, RERNA ranged from 0.94 to 2.32&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>, with a mean of 1.63&#x20;&#xb1; 0.43&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<italic>n</italic>&#x20;&#x3d; 56) (<xref ref-type="bibr" rid="B47">Malmer and Holm, 1984</xref>; <xref ref-type="bibr" rid="B72">Urban and Eisenreich, 1988</xref>; <xref ref-type="bibr" rid="B71">Turunen et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B50">Moore et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B73">van Bellen et&#x20;al., 2020</xref>). The mean of all records from Group A and Group B was 1.35&#x20;&#xb1; 0.56&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>, which was &#x223c;2.7&#x20;times of LORNA. The largest RERNA was reported in the Zoige Plateau, China, as 13.0&#x20;&#xb1; 7.4&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>, corresponding to a rapid recent rate of C accumulation (RERCA) of 259&#x20;&#xb1; 137&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B40">Li et&#x20;al., 2018</xref>)<italic>.</italic> This rapid RERCA was much larger compared to other northern peatlands where RERCAs varied between 40 and 120&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in the recent 200&#x20;years (<xref ref-type="bibr" rid="B71">Turunen et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B46">Loisel and Yu, 2013b</xref>; <xref ref-type="bibr" rid="B73">van Bellen et&#x20;al., 2020</xref>). Peat cores from other parts of China also showed rapid RERCAs e.g., 184&#x223c;376&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in the recent 100&#x20;years in Greater Khingan Range and Sanjiang Plain (<xref ref-type="bibr" rid="B43">Liu et&#x20;al., 2019</xref>) and 124&#x223c;293&#xa0;g&#xa0;C&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in the recent 200&#x20;years in Changbai Mountains (<xref ref-type="bibr" rid="B3">Bao et&#x20;al., 2010</xref>). Moreover, it is still unclear whether all peatlands in China accumulate C (and N as well) at such rapid rates in recent centuries, and an explanation remains to be found. Thus, as the area of Chinese peatlands accounts only a small part for northern peatlands (&#x223c;5%, <xref ref-type="bibr" rid="B88">Xu et&#x20;al., 2018</xref>), we did not take this abnormal rate in our global upscaling of RERNA in the following discussion.</p>
<p>The apparent accumulation rate of N shows both high spatial and temporal variations (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>, <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). For example, in Group A, three out of the 19 profiles show the largest apparent accumulation rate in the most recent 500&#xa0;years, six profiles in the most recent 2,000&#xa0;years, and the other 10 profiles show the highest accumulation rate between 11 and 7&#xa0;kyr BP (<xref ref-type="bibr" rid="B44">Loisel et&#x20;al., 2014</xref>). This suggests that accumulated rate of N could depend on the developing periods and the locations with different input and output rates of&#x20;N.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Comparison of LORNA and RERNA in peatlands. Group A (<italic>n</italic>&#x20;&#x3d; 127 for LORNA and <italic>n</italic>&#x20;&#x3d; 19 for RERNA) includes data from the database of peat cores provided by <xref ref-type="bibr" rid="B44">Loisel et&#x20;al. (2014)</xref> and Group B (<italic>n</italic>&#x20;&#x3d; 56, total number of cores) includes data from other literature that did not provide properties of peat cores but only provide calculated RERNA. Error bar of LORNA of Group A shows 1 SE, while other error bars show one SD.</p>
</caption>
<graphic xlink:href="feart-10-670867-g002.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>BNF and N Balance in Peatlands</title>
<p>Most of the BNF studies were performed in northern peatlands, and these available data on peatland BNF are quite limited and with large uncertainty (<xref ref-type="table" rid="T3">Table&#x20;3</xref>). Annual BNF rates were between 0.006&#x2013;11.5&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in northern peatlands, with an arithmetic mean of 1.9&#x20;&#xb1; 2.7&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<italic>n</italic>&#x20;&#x3d; 21, <xref ref-type="table" rid="T3">Table&#x20;3</xref>). In different types of peatland, the mean rates of BNF were 2.7&#x20;&#xb1; 3.9&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in fens and 0.8&#x20;&#xb1; 1.1&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in bogs, but the difference was non-significant (<italic>p</italic>&#x20;&#x3d; 0.13). Previous studies suggested that added phosphorus (P) could stimulate N fixing to meet increased N demand from plant (<xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B31">Kox et&#x20;al., 2016</xref>), and molybdenum (Mo) availability limited nitrogenase activity (<xref ref-type="bibr" rid="B60">Rousk and Michelsen, 2017</xref>; <xref ref-type="bibr" rid="B83">Warren et&#x20;al., 2017</xref>). Both elements (P and Mo) should be better supplied in fens than in bogs and, indeed, a mesotrophic fen had more BNF than any other stage of peatland development of the same succession in Finland (<xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>). However, our results reflect large uncertainty in peatland&#x20;BNF.</p>
<p>Despite that BNF rate was reported to be positively correlated with temperature in previous studies (<xref ref-type="bibr" rid="B4">Basilier et&#x20;al., 1978</xref>; <xref ref-type="bibr" rid="B66">Schwintzer, 1983</xref>; <xref ref-type="bibr" rid="B72">Urban and Eisenreich, 1988</xref>), we found a weak correlation between annual BNF rate and the mean growing season temperature in northern peatlands (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>, <italic>r</italic>&#x20;&#x3d; &#x2212;0.26, <italic>p</italic>&#x20;&#x3d; 0.276). Moreover, we also observed a weak and non-significant correlation between annual BNF rate and mean annual precipitation (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>, <italic>r</italic>&#x20;&#x3d; &#x2212;0.20, <italic>p</italic>&#x20;&#x3d; 0.423). Our results are consistent with a recent review which found that the correlations between BNF and annual temperature as well as precipitation were weak across the globe (<xref ref-type="bibr" rid="B10">Davies-Barnard and Friedlingstein, 2020</xref>). But it should be noticed that our result did not take tropical peatlands into account due to the lack of data. In <italic>Long-Term Rate of Nitrogen Accumulation</italic>, the LORNA in tropical peatlands was approximately 2&#x20;times that in northern peatlands; thus, we suggest that the BNF in tropical peatlands might be much higher than that in northern peatlands, and more observations are needed to determine this&#x20;point.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>BNF plotted against <bold>(A)</bold> mean temperature during growing season (June-August, &#xb0;C), and <bold>(B)</bold> annual precipitation (mm yr<sup>&#x2212;1</sup>). Climate data are mean between years of 1981&#x2013;2010. Error bars show one SD.</p>
</caption>
<graphic xlink:href="feart-10-670867-g003.tif"/>
</fig>
<p>The method used to determine the BNF rate might introduce large uncertainty (<xref ref-type="bibr" rid="B13">Flett et&#x20;al., 1975</xref>; <xref ref-type="bibr" rid="B30">Knorr et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B61">Saiz et&#x20;al., 2019</xref>). The most common method, ARA, is based on the versatility of the nitrogenase enzyme: its preference for performing a reaction of reducing C<sub>2</sub>H<sub>2</sub> to C<sub>2</sub>H<sub>4</sub> is higher than that of reducing N<sub>2</sub> (<xref ref-type="bibr" rid="B64">Schollhorn and Burris, 1967</xref>). Based on electron transfer equivalents, a theoretical conversion factor (CF) of 4:1 (moles of C<sub>2</sub>H<sub>4</sub> produced per mole of N<sub>2</sub> fixed) was considered <italic>in&#x20;vitro</italic> and 3:1&#x20;<italic>in vivo</italic> (<xref ref-type="bibr" rid="B21">Hardy et&#x20;al., 1971</xref>). These theoretical CFs were used in many studies (<xref ref-type="bibr" rid="B4">Basilier et&#x20;al., 1978</xref>; <xref ref-type="bibr" rid="B48">Markham, 2009</xref>; <xref ref-type="bibr" rid="B59">Rousk et&#x20;al., 2018</xref>). However, ARA could either underestimate or overestimate nitrogenase activity (<xref ref-type="bibr" rid="B13">Flett et&#x20;al., 1975</xref>; <xref ref-type="bibr" rid="B86">Witty, 1979</xref>; <xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>). For example, C<sub>2</sub>H<sub>2</sub> inhibits the nitrogenase activity of N<sub>2</sub>-fixing methanotrophs, by inhibiting methane oxidation (<xref ref-type="bibr" rid="B29">King, 1996</xref>) which provides ATP needed in the reduction of C<sub>2</sub>H<sub>2</sub> (<xref ref-type="bibr" rid="B20">Hardy et&#x20;al., 1968</xref>). N<sub>2</sub>-fixing methanotrophs also transform C<sub>2</sub>H<sub>2</sub> into compounds undetectable for ARA, thus making ARA unreliable (<xref ref-type="bibr" rid="B13">Flett et&#x20;al., 1975</xref>). Overestimation happens when the amount of endogenously produced ethylene is comparable to the ethylene produced by nitrogenase where BNF rates are less than 1&#xa0;g&#xa0;N&#xa0;ha<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B86">Witty, 1979</xref>). Early studies indicated the bias of CF from theoretical values and suggested site-specific calibration of the CF (<xref ref-type="bibr" rid="B18">Granhall and Selander, 1973</xref>; <xref ref-type="bibr" rid="B66">Schwintzer, 1983</xref>). Recent studies obtained CF ranging from 0.26 to 1.8 by calibration with the <sup>15</sup>N<sub>2</sub> method (<xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Knorr et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B83">Warren et&#x20;al., 2017</xref>). However, an elaborate study found that CF was highly variable&#x2014;from 0.001 to 5.363&#x2014;across different <italic>Sphagnum</italic> species, site scales and over time, indicating accurate calibration may not be practical in peatlands (<xref ref-type="bibr" rid="B61">Saiz et&#x20;al., 2019</xref>).</p>
<p>Generally, BNF is performed by microbes, mainly rhizobium in many ecosystems (<xref ref-type="bibr" rid="B8">Cleveland et&#x20;al., 1999</xref>). However, legumes are usually rare in peatland ecosystems (<xref ref-type="bibr" rid="B66">Schwintzer, 1983</xref>; <xref ref-type="bibr" rid="B80">Vitt, 2006</xref>; <xref ref-type="bibr" rid="B5">Borken et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B35">Laine et&#x20;al., 2021</xref>) and the main N<sub>2</sub>-fixers in peatlands remain controversial. Early studies reported that the nitrogen-fixing organisms in peatlands were cyanobacteria for <italic>Sphagnum</italic> and actinomycete symbionts for dwarf shrubs (<xref ref-type="bibr" rid="B4">Basilier et&#x20;al., 1978</xref>; <xref ref-type="bibr" rid="B66">Schwintzer, 1983</xref>). However, recent studies suggested that methanotrophs introduced most BNF in early stage of peatland development (<xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B57">Rousk et&#x20;al., 2015</xref>). By quantifying the genetic expression of 16S rRNA and nitrogenase-encoding <italic>nif</italic>H, <xref ref-type="bibr" rid="B77">Vile et&#x20;al. (2014)</xref> showed that BNF rates were mainly originated from methanotrophs rather than cyanobacteria in pristine bogs in boreal Alberta, Canada. <xref ref-type="bibr" rid="B39">Leppanen et&#x20;al. (2015)</xref> confirmed that most of <italic>nif</italic>H sequences were assigned to the class Alphaproteobacteria (82%), and only a few were assigned to Cyanobacteria (5%). However, elevated CH<sub>4</sub> concentration did not enhance BNF (<xref ref-type="bibr" rid="B39">Leppanen et&#x20;al., 2015</xref>), indicating that BNF may not be solely controlled by methanotroph activity. <xref ref-type="bibr" rid="B32">Kox et&#x20;al. (2018)</xref> had similar conclusion that most of the 16S rRNA genes were assigned to Alphaproteobacteria, and only 0.1% were <italic>bona fide</italic> methane-oxidizing taxa and addition of methane did not simulate incorporation of <sup>15</sup>N-nitrogen into biomass whereas oxygen depletion increased the activity of the nitrogen-fixing community. Another candidate of N-fixing organisms is <italic>Azospirillum</italic>, which co-exists with methanotrophic bacteria (<xref ref-type="bibr" rid="B11">Doroshenko et&#x20;al., 2007</xref>) and symbiotic bacteria (i.e.,&#x20;<italic>Frankia</italic> (Actinomycetaceae) and Beijerinckiaceae (Rhizobiales)) (<xref ref-type="bibr" rid="B28">HussDanell, 1997</xref>; <xref ref-type="bibr" rid="B26">Huguet et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B77">Vile et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B5">Borken et&#x20;al., 2016</xref>). Nevertheless, the activity of N<sub>2</sub>-fixing organisms could be limited by other nutrients, especially phosphorus, despite sufficient C supply (<xref ref-type="bibr" rid="B41">Limpens et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B36">Larmola et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B24">Ho and Bodelier, 2015</xref>). Therefore, more efforts are needed to understand the mechanisms and contributions of different N-fixing organisms on BNF in peatlands.</p>
<p>Since BNF rates in boreal peatlands are weakly correlated with temperature, precipitation and nutrient condition (ombrotrophic bog or minerotrophic fen), the BNF could not be predicted from these factors. The method of BNF measurement and the knowledge of N<sub>2</sub>-fixing microbes also decrease the accuracy of determination of BNF rates. Based on&#x20;what we know, we simply assessed the BNF rate of global&#x20;peatlands. The annual BNF of northern peatlands was estimated at 6.5&#xa0;Tg&#xa0;N&#xa0;yr<sup>&#x2212;1</sup>, by adopting a mean rate of 1.9&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> from measurements in boreal peatlands, and an area of 342&#xa0;Mha of northern peatlands (<xref ref-type="bibr" rid="B25">Hugelius et&#x20;al., 2020</xref>). The BNF of global peatlands was estimated at 8.0&#xa0;Tg&#xa0;N&#xa0;yr<sup>&#x2212;1</sup> by adopting the same rate as that in northern peatlands, and applying a global peatland area of 423&#xa0;Mha (<xref ref-type="bibr" rid="B88">Xu et&#x20;al., 2018</xref>). This number accounts for &#x223c;14% of the pre-industrial BNF rate of global terrestrial ecosystems (58&#xa0;Tg&#xa0;N&#xa0;yr<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B79">Vitousek et&#x20;al., 2013</xref>), and is at the same order of reactive N produced by lightning (5&#x20;&#xb1; 3&#xa0;Tg&#xa0;N&#xa0;yr<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B65">Schumann and Huntrieser, 2007</xref>).</p>
<p>In addition to N inputs as discussed above, the N budget of peatlands also includes several major N outputs such as denitrification and runoff/discharge (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>). Denitrification involves a series of complicated biochemical processes where microbes convert nitrate (NO<sub>3</sub>
<sup>&#x2212;</sup>) and nitrite (NO<sub>2</sub>
<sup>&#x2212;</sup>) to nitric oxide (NO), nitrous oxide (N<sub>2</sub>O) and dinitrogen (N<sub>2</sub>) in gas form (<xref ref-type="bibr" rid="B67">Seitzinger et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B19">Groffman and Peter, 2012</xref>). Denitrification is difficult to quantify because of the challenge of distinguishing its end product N<sub>2</sub> from ambient atmospheric N<sub>2</sub>, and the lack of a suitable method for upscaling the site scale measurements to regional scale due to high spatial and temporal variability (<xref ref-type="bibr" rid="B75">van Groenigen et&#x20;al., 2015</xref>). <xref ref-type="bibr" rid="B42">Limpens et&#x20;al. (2006)</xref> suggested a denitrification (in the form of emission of N<sub>2</sub>O) rate of 0.2&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> by reviewing previous studies. <xref ref-type="bibr" rid="B23">Hill et&#x20;al. (2016)</xref> reported a denitrification rate of &#x3c;0.1&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in central peats in a bog and a fen in Minnesota, United&#x20;States, and a denitrification rate of 0.36&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in the lag/transition part of the bog. However, <xref ref-type="bibr" rid="B87">Wray and Bayley (2007)</xref> reported much larger denitrification rates of 11&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in marshes and 24&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in fens in Alberta, Canada. N outflow through runoff was estimated at 0.3 (0.15&#x2013;0.63) g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B42">Limpens et&#x20;al., 2006</xref>), but this flux is highly site-dependent, ranging from 0.01&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in boreal oligotrophic bogs (<xref ref-type="bibr" rid="B23">Hill et&#x20;al., 2016</xref>) to 1.9&#x20;&#xb1; 0.3&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> in a slope mire in Germany (<xref ref-type="bibr" rid="B70">Tauchnitz et&#x20;al., 2010</xref>). Overall, the outputs of N are highly variant and uncertain, and limited observations critically limit global estimation.</p>
<p>For peatlands with measured annual BNF rates (<xref ref-type="table" rid="T4">Table&#x20;4</xref>), the mean of atmospheric N deposition was 0.5&#x20;&#xb1; 0.4&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<italic>n</italic>&#x20;&#x3d; 11), the mean of BNF was 1.9&#x20;&#xb1; 2.7&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (n &#x3d; 21), and average RERNA of northern peatlands was 1.35&#x20;&#xb1; 0.56&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup> (<italic>n</italic>&#x20;&#x3d; 80; <italic>Recent Rate of Nitrogen Accumulation</italic>). Assuming inflow and outflow of boreal oligotrophic bogs are negligible (<xref ref-type="bibr" rid="B51">Moore and Bubier, 2020</xref>), BNF and atmospheric deposition are the largest and second largest sources of N, which account for &#x223c;75 and 25%, respectively, of the total input. Denitrification, the only N output to balance the N budget, is 1.0&#xa0;g&#xa0;N&#xa0;m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>. A conceptual diagram (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>) shows the N cycle with large uncertainties based on literature reports of peatland N budget.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Schematic diagram of N inputs and outputs in a boreal bog. Rates are summarized from literature. Unit of rates is g N m<sup>&#x2212;2</sup> yr<sup>&#x2212;1</sup>.</p>
</caption>
<graphic xlink:href="feart-10-670867-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>Peatlands have accumulated large amount of nitrogen in the past thousands of years. The large uncertainty of estimates of N stock and its accumulation rate in global peatlands is due to the&#x20;large spatial and temporal variation of the C/N ratio and C&#x20;accumulation rate in peats. For the sources of the large N stock&#x20;in peatlands, our synthesis suggests that BNF may have&#x20;the&#x20;largest contribution to N input of peatlands, at least larger than atmospheric N deposition at the millennial timescale.</p>
<p>In this study, our findings are based on limited observations. There are still many unknowns in the N cycle of peatlands. The most pressing issue is that the great difference between the LORNA and RERNA indicates that most of N retained in peatland in a short-term timescale would not enter the long-term N stock. It is known that decomposition continues for a very long time in the C accumulation dynamics of peatlands (<xref ref-type="bibr" rid="B89">Young et&#x20;al., 2019</xref>). However, we do not know in which form, how much and through which biogeochemical processes this N is released. It also remains unclear how N, if released, might affect adjacent ecosystems. Applying the <sup>15</sup>N<sub>2</sub> assimilation method instead of ARA would help improve the accuracy of BNF rate measurements. Nutrient supply through groundwater has long been ignored, but this absent part, along with streamflow, may help explain the &#x201c;missing N&#x201d; in peatlands. More field and modeling studies are both needed to improve our understanding of the N cycle in peatlands.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>SP designed the study. TY performed the analysis and created all the tables and figures. All authors contributed the writing of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This study was supported by the National Natural Science Foundation of China (Grant Number 41830643).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>We acknowledge the community shared the data of peat cores (<ext-link ext-link-type="uri" xlink:href="https://peatlands.lehigh.edu/">https://peatlands.lehigh.edu/</ext-link>).</p>
</ack>
<sec id="s10">
<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/feart.2022.670867/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2022.670867/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.xlsx" id="SM1" mimetype="application/xlsx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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