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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.1071511</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Suppression of methane uptake by precipitation pulses and long-term nitrogen addition in a semi-arid meadow steppe in northeast China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Weifeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2049998"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Xu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1581179"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Yicong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Tianhang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1580789"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Baoku</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/494731"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Tianxue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ma</surname>
<given-names>Jianying</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref> <uri xlink:href="https://loop.frontiersin.org/people/1188370"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Wanling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Yining</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1330547"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sun</surname>
<given-names>Wei</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>
<uri xlink:href="https://loop.frontiersin.org/people/285460"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Grassland Science, Key Laboratory of Vegetation Ecology of the Ministry of Education, Jilin Songnen Grassland Ecosystem National Observation and Research Station, Northeast Normal University</institution>, <addr-line>Changchun, Jilin</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Environmental Protection Key Laboratory of Wetland Ecology and Vegetation Restoration, Northeast Normal University</institution>, <addr-line>Changchun, Jilin</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University</institution>, <addr-line>Changchun, Jilin</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of Geography and Ocean Sciences, Yanbian University</institution>, <addr-line>Hunchun</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>College of Wildlife and Protected Area, Northeast Forestry University</institution>, <addr-line>Harbin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Omer Yetemen, Istanbul Technical University, T&#xfc;rkiye</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Mianhai Zheng, South China Botanical Garden, Chinese Academy of Sciences (CAS), China; Xiang Liu, Lanzhou University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jianying Ma, <email xlink:href="mailto:majy652@nenu.edu.cn">majy652@nenu.edu.cn</email>; Wei Sun, <email xlink:href="mailto:sunwei@nenu.edu.cn">sunwei@nenu.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Functional Plant Ecology, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1071511</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Gao, Yang, Zhang, Zhao, Shi, Yang, Ma, Xu, Wu and Sun</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Gao, Yang, Zhang, Zhao, Shi, Yang, Ma, Xu, Wu and Sun</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>In the context of global change, the frequency of precipitation pulses is expected to decrease while nitrogen (N) addition is expected to increase, which will have a crucial effect on soil C cycling processes as well as methane (CH<sub>4</sub>) fluxes. The interactive effects of precipitation pulses and N addition on ecosystem CH<sub>4</sub> fluxes, however, remain largely unknown in grassland. In this study, a series of precipitation pulses (0, 5, 10, 20, and 50 mm) and long-term N addition (0 and 10 g N m<sup>-2</sup> yr<sup>-1</sup>, 10 years) was simulated to investigate their effects on CH<sub>4</sub> fluxes in a semi-arid grassland. The results showed that large precipitation pulses (10 mm, 20 mm, and 50 mm) had a negative pulsing effect on CH<sub>4</sub> fluxes and relatively decreased the peak CH<sub>4</sub> fluxes by 203-362% compared with 0 mm precipitation pulse. The large precipitation pulses significantly inhibited CH<sub>4</sub> absorption and decreased the cumulative CH<sub>4</sub> fluxes by 68-88%, but small precipitation pulses (5 mm) did not significantly alter it. For the first time, we found that precipitation pulse size increased cumulative CH<sub>4</sub> fluxes quadratically in both control and N addition treatments. The increased soil moisture caused by precipitation pulses inhibited CH<sub>4</sub> absorption by suppressing CH<sub>4</sub> uptake and promoting CH<sub>4</sub> release. Nitrogen addition significantly decreased the absorption of CH<sub>4</sub> by increasing NH<sub>4</sub>
<sup>+</sup>-N content and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content and increased the production of CH<sub>4</sub> by increasing aboveground biomass, ultimately suppressing CH<sub>4</sub> uptake. Surprisingly, precipitation pulses and N addition did not interact to affect CH<sub>4</sub> uptake because precipitation pulses and N addition had an offset effect on pH and affected CH<sub>4</sub> fluxes through different pathways. In summary, precipitation pulses and N addition were able to suppress the absorption of CH<sub>4</sub> from the atmosphere by soil, reducing the CH<sub>4</sub> sink capacity of grassland ecosystems.</p>
</abstract>
<kwd-group>
<kwd>precipitation pulse</kwd>
<kwd>long-term N addition</kwd>
<kwd>methane</kwd>
<kwd>suppression effect</kwd>
<kwd>meadow steppe</kwd>
</kwd-group>
<contract-num rid="cn001">32001183</contract-num>
<contract-num rid="cn002">31870456</contract-num>
<contract-num rid="cn003">32071627</contract-num>
<contract-num rid="cn004">32001182</contract-num>
<contract-num rid="cn005">B16011</contract-num>
<contract-num rid="cn006">2021M700743</contract-num>
<contract-num rid="cn007">2412022XK005, 2412020QD019</contract-num>
<contract-num rid="cn008">JJKH20221170KJ</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn005">Project 211<named-content content-type="fundref-id">10.13039/501100012176</named-content>
</contract-sponsor>
<contract-sponsor id="cn006">China Postdoctoral Science Foundation<named-content content-type="fundref-id">10.13039/501100002858</named-content>
</contract-sponsor>
<contract-sponsor id="cn007">Fundamental Research Funds for the Central Universities<named-content content-type="fundref-id">10.13039/501100012226</named-content>
</contract-sponsor>
<contract-sponsor id="cn008">Education Department of Jilin Province<named-content content-type="fundref-id">10.13039/501100010211</named-content>
</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="13"/>
<word-count count="7821"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Methane (CH<sub>4</sub>) is the second-largest greenhouse gas in the atmosphere, with a relative global warming potential over a 100-year horizon (GWP-100) of 27.9 times that of carbon dioxide (<xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). Surprisingly, atmospheric CH<sub>4</sub> concentrations increased as high as 1866.3 &#xb1; 3.3 ppb in 2019, 156% greater than pre-industrial levels (729.2 &#xb1; 9.4 ppb) and the largest over the past 800,000 (<xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). These increased CH<sub>4</sub> concentrations can raise the global surface temperature by impacting radiation processes (<xref ref-type="bibr" rid="B45">Milich, 1999</xref>; <xref ref-type="bibr" rid="B8">Boucher et&#xa0;al., 2009</xref>). It is estimated that atmospheric CH<sub>4</sub> contributes to approximately 20% of global radiative forcing and is an essential contributor to global warming (<xref ref-type="bibr" rid="B14">Dalal and Allen, 2008</xref>; <xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). Exchanges of CH<sub>4</sub> between the atmosphere and soil involve complex biological processes that depend on the comprehensive performance of CH<sub>4</sub> production by methanogens and consumption by methanotrophs (<xref ref-type="bibr" rid="B37">Le Mer and Roger, 2001</xref>; <xref ref-type="bibr" rid="B18">Freitag et&#xa0;al., 2010</xref>). More specifically, CH<sub>4</sub> is generated through methanogenesis by methanogens under anaerobic conditions (<xref ref-type="bibr" rid="B12">Conrad et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B31">Juottonen, 2020</xref>), while it is oxidized and consumed under aerobic conditions by methanotrophs, a type of microbe that uses CH<sub>4</sub> as their unique carbon (C) source (<xref ref-type="bibr" rid="B18">Freitag et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B30">Judd et&#xa0;al., 2016</xref>). Natural ecosystems contribute significantly to CH<sub>4</sub> fluxes into the atmosphere and act as a source of CH<sub>4</sub> (<xref ref-type="bibr" rid="B14">Dalal and Allen, 2008</xref>; <xref ref-type="bibr" rid="B24">Houweling et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). Grassland is, however, recognized as a major natural sink of atmospheric CH<sub>4</sub>, consuming 3.03-3.73 Tg CH<sub>4</sub> yr<sup>-1</sup>; this makes these environments crucial components in regulating the global CH<sub>4</sub> budget and greenhouse effect as grassland plays an essential role in balancing atmospheric CH<sub>4</sub> concentration (<xref ref-type="bibr" rid="B74">Zhuang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B71">Yu et&#xa0;al., 2017</xref>). In the context of global climate change, the changes in precipitation pulses and N deposition significantly affect CH<sub>4</sub> fluxes (<xref ref-type="bibr" rid="B2">Aronson and Helliker, 2010</xref>; <xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B50">Petrakis et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Deng et&#xa0;al., 2020</xref>). The interactive effects of precipitation pulses and N addition on CH<sub>4</sub> fluxes, however, remain largely unknown in the grassland.</p>
<p>Since the 1870s, continued global warming has altered the global water cycles as well as precipitation regimes (<xref ref-type="bibr" rid="B3">Bichet et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). The precipitation pulses and precipitation patterns have changed significantly (<xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). Compared with precipitation pulses, scientists paid more attention to the effects of precipitation patterns on CH<sub>4</sub> fluxes (<xref ref-type="bibr" rid="B4">Billings et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B1">Aronson et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B70">Yue et&#xa0;al., 2022</xref>). The response of CH<sub>4</sub> fluxes to the precipitation pulses, however, is largely unknown. Precipitation pulses are an essential method of supplying supplementary water to the soil in natural terrestrial ecosystems, especially in arid and semi-arid regions (<xref ref-type="bibr" rid="B49">Noy-Meir, 1973</xref>). In the future, the occurrence of precipitation pulses is expected to decrease, while occurrences of heavy pulses are expected to increase on a global scale, altering soil biogeochemical cycling processes and ecosystem functions (<xref ref-type="bibr" rid="B48">Norton et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B21">Griffin-Nolan et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B27">IPCC, 2021</xref>). Ecologists have found that precipitation pulses cause an increase in soil water availability, ammonium nitrogen (NH<sub>4</sub>
<sup>+</sup>-N), nitrate nitrogen (NO<sub>3</sub>
<sup>&#x2013;</sup>-N), dissolved organic carbon (DOC), and aboveground biomass (AGB) (<xref ref-type="bibr" rid="B48">Norton et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B10">Chen et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B55">Shen et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Leitner et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Liu et&#xa0;al., 2019</xref>), decreases in soil temperature and soil O<sub>2</sub> concentrations (<xref ref-type="bibr" rid="B22">Han et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B47">Niu et&#xa0;al., 2019</xref>), and shifts in redox conditions as well as the metabolic and community structures of soil microbes (<xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B65">Wang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B50">Petrakis et&#xa0;al., 2017</xref>). Precipitation pulses, therefore, could induce a pulse effect (also called the &#x201c;Birch effect&#x201d;) of greenhouse gas fluxes (<xref ref-type="bibr" rid="B48">Norton et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B32">Kim et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>). Although the pulse effects and driving mechanisms of precipitation pulses on carbon dioxide and nitrous oxide fluxes have been intensively studied, little is known about the response of CH<sub>4</sub> fluxes to these changing precipitation pulses (<xref ref-type="bibr" rid="B26">Huxman et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">Norton et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B10">Chen et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B32">Kim et&#xa0;al., 2012</xref>). Previous studies have shown that small precipitation pulses do not significantly alter the CH<sub>4</sub> fluxes in the forests or steppes examined because precipitation did not result in the substantial changes to soil water content required to affect CH<sub>4</sub> production (<xref ref-type="bibr" rid="B44">Mariko et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B46">Ni et&#xa0;al., 2019</xref>). Higher precipitation pulses (31.8 mm and 200 mm) were able to stimulate an increase of up to 23,479% CH<sub>4</sub> release in a temperate forested watershed and desert floodplain (<xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B50">Petrakis et&#xa0;al., 2017</xref>). In contrast, more extreme precipitation pulses (203 mm and 208 mm) suppressed the absorption of CH<sub>4</sub> in the grassland and even shifted the grassland ecosystem from a CH<sub>4</sub> sink to a source (<xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>). This indicates that CH<sub>4</sub> flux changes in response to precipitation pulses differ based on location, and much is still unknown about how different environments respond to precipitation pulses. How CH<sub>4</sub> fluxes behave in response to a series of precipitation pulses also needs more study, especially examined in the context of long-term nitrogen addition.</p>
<p>Nitrogen (N), as an essential element, is the most limiting nutrient in arid and semi-arid grassland ecosystems (<xref ref-type="bibr" rid="B66">Wang et&#xa0;al., 2014a</xref>). Atmospheric N deposition in many parts of the world has substantially increased over the past decades (<xref ref-type="bibr" rid="B19">Galloway et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B42">Liu et&#xa0;al., 2013</xref>). The N enrichment on land surfaces can both alleviate N limitations and profoundly affect C cycling processes. Previous studies indicate that N addition could increase soil N availability, soil organic carbon, AGB, litter quality, and litter decomposition rates, decrease soil pH and cause acidification, and change the community structure and abundance of soil microbes and the CH<sub>4</sub> release processes they mediated (<xref ref-type="bibr" rid="B34">Kruger and Frenzel, 2003</xref>; <xref ref-type="bibr" rid="B59">Treseder, 2008</xref>; <xref ref-type="bibr" rid="B43">Lu et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B20">Gong et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B69">Yang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B29">Ji et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B33">Kong et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B40">Liu et&#xa0;al., 2021b</xref>). Various meta-analyses suggest that N addition could enhance the release of CH<sub>4</sub> from the soil; in contrast, small amounts of N addition could stimulate CH<sub>4</sub> uptake instead, while larger N addition tends to inhibit CH<sub>4</sub> uptake from the atmosphere to the soil (<xref ref-type="bibr" rid="B2">Aronson and Helliker, 2010</xref>; <xref ref-type="bibr" rid="B16">Deng et&#xa0;al., 2020</xref>). The exact effect of long-term N addition on CH<sub>4</sub> fluxes, therefore, is largely uncertain. Additionally, there may be complex interactions between N addition and precipitation pulses that affect CH<sub>4</sub> fluxes. The CH<sub>4</sub> fluxes response to the interaction effects on precipitation pulses and long-term N addition remains largely unknown.</p>
<p>In this study, the responses of CH<sub>4</sub> fluxes to precipitation pulses of different sizes and long-term N addition were assessed in a semi-arid meadow steppe. The objectives were: (1) to assess the effects of precipitation pulses on the dynamic change and patterns on CH<sub>4</sub> fluxes; (2) to examine the effects of long-term N addition on CH<sub>4</sub> fluxes; and (3) to examine the interactive effects of precipitation pulses and N addition on CH<sub>4</sub> fluxes. It was hypothesized that (1) the precipitation pulses would have a negative pulse effect on CH<sub>4</sub> fluxes and shift the ecosystem from a CH<sub>4</sub> sink to a source; (2) precipitation pulses and long-term N addition would both suppress CH<sub>4</sub> uptake; and (3) their interaction would synergistically suppress CH<sub>4</sub> uptake.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Site description</title>
<p>The study site was located at the Jilin Songnen Grassland Ecosystem National Observation and Research Station at the Changling Horse Breeding Farm in western Jilin province in northeastern China (44&#xb0;34&#x2032;25&#x2033;N, 123&#xb0;31&#x2032;6&#x2033;E; 138-176 m above sea level). The study area has a semi-arid temperate continental monsoon climate. In the past 65 years (1953-2017), average annual air temperatures ranged from 3.40&#xb0;C to 7.58&#xb0;C, with an average value of 5.6&#xb0;C (National Meteorological Information Center). The average annual precipitation is 445 mm, with more than 80% occurring during the growing season (1953-2017, National Meteorological Information Center). The percentage distributions of precipitation pulses of different sizes and their contributions to total precipitation during the growing season over the past 65 years are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>. Although precipitation pulses smaller than 5 mm were frequent (63%), they only accounted for 13.01% of the total precipitation during the growing season. In contrast, extreme pulses above 50 mm only had a frequency of 1.38%, but their contribution to the total precipitation (13.40%) was comparable to pulses below 5 mm in size.</p>
<p>The vegetation of the studied meadow steppe is dominated by <italic>Leymus chinensis</italic>. The zonal soil at the study site is classified as Salic Solonetz (World Reference Base for Soil Resources) or an Aqui-Alkalic Halosol (Chinese soil classification) (<xref ref-type="bibr" rid="B51">Ren et&#xa0;al, 2019</xref>; <xref ref-type="bibr" rid="B56">Shi et&#xa0;al., 2019</xref>). The soil is saline-alkaline with a pH value of 8.0-10.0 (<xref ref-type="bibr" rid="B13">Cui et&#xa0;al., 2021</xref>). <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref> shows the soil&#x2019;s chemical and physical properties at 0-10 cm depth as measured in the control and long-term N addition plots before the precipitation pulse treatments were applied.</p>
</sec>
<sec id="s2_2">
<title>Experimental design</title>
<p>In 2010, an area of 100 m &#xd7; 100 m was fenced off in the <italic>L. chinensis</italic> meadow steppe, prohibiting grazing and mowing. In 2011, a long-term N addition experimental platform was established in the fenced area. Five blocks were set up in the experimental region, each with an area of 20 m &#xd7; 10 m. Each block was then divided into two plots, each with an area of 10 m &#xd7; 10 m. One plot was randomly assigned to N addition (10 g N m<sup>-2</sup> yr<sup>-1</sup>) in each block, and the other unfertilized plot served as the control. In the long-term N addition plots, urea was applied every year in May and July at 5 g N m<sup>-2</sup>. In early May 2020, the intact soil columns were collected by the soil column collector (external diameter = 30.3 cm, height = 50 cm). The collector rotated and cut into 40 cm of the soil, and then the intact soil columns were collected and placed in the pots (internal diameter = 30.3 cm, height = 45 cm). Ten intact soil mesocosms (height = 40 cm) were collected from each plot (n = 100). Half of the soil mesocosms (n = 50) were used for CH<sub>4</sub> flux measurement, and the other half (n = 50) were used for soil sampling. The collected soil mesocosms were placed in five blocks in the rainout shelter at the research station, with each block containing 20 mesocosms (ten control (CK) and ten N addition (NA) mesocosms). The mesocosms were buried 40 cm underground to reduce environmental interference and were watered to restore plant growth. From the middle of June to July 10<sup>th</sup>, the mesocosms were watered once a week with 1.44 L water (equal to a 20 mm precipitation pulse) to keep consistent soil water status. At the beginning of both May and July, urea was added at 5 g N m<sup>-2</sup> to the surface of the N addition mesocosms. The precipitation pulses were conducted on July 31<sup>st</sup>. Based on the 65 years of historical precipitation in the study site (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>), five precipitation pulse sizes (0 mm, 5 mm, 10 mm, 20 mm, and 50 mm) were designed and applied randomly to a pair of the control (P0, P5, P10, P20, and P50) and N addition mesocosms (NP0, NP5, NP10, NP20, and NP50) in each block. The water was evenly sprayed into the P0 (0 L), P5 (0.36 L), P10 (0.72 L), P20 (1.44 L), and P50 (3.6 L) treatments using the sprayer in both control and N addition mesocosms. The CH<sub>4</sub> fluxes and soil samples were collected immediately after watering (0 h), as well as at 2, 4, 8, 12, 24, 72, 144, 288, and 432 h after the precipitation pulse treatments.</p>
</sec>
<sec id="s2_3">
<title>Measurement of CH<sub>4</sub> fluxes</title>
<p>In June 2020, the open base collar (20 cm &#xd7; 20 cm &#xd7; 10 cm high), with a U-shaped groove (2.5 cm in width) around the upper edge, was permanently inserted into the soil of each mesocosm before the precipitation pulse experiment. The open-bottom chamber was tightly fitted to the collar during the gas sampling and sealed with water. The gas samples were collected from inside the chambers using a 100 mL plastic syringe fitted with three-way stopcocks at 0 min, 30 min, and 60 min after the chamber closure. The collected gas samples were immediately transferred to vacuumed gas sampling bags (LB-301, Dalian Delin Gas Packing Co., Ltd, Dalian, China). The concentrations of CH<sub>4</sub> were analyzed within one week using the N<sub>2</sub>O/CH<sub>4</sub> analyzer (Model 913-1054, Los Gatos Research Inc., Mountain View, CA, USA).</p>
</sec>
<sec id="s2_4">
<title>Soil sampling and measurements</title>
<p>During each gas sampling occasion, soil temperature was measured and soil samples were collected. At the end of the precipitation pulses, aboveground vegetation in the pots was clipped to estimate aboveground biomass. Soil temperature was measured at a 5 cm layer of each soil mesocosm using a thermocouple penetration probe (Li 6400-09 TC, Li-cor Biosciences, Lincoln, NE, USA). Soil samples were taken at 0-10 cm depth of soil mesocosm using a stainless-steel corer (inner diameter of 3.3 cm). The soil samples were placed in sterile bags, transported to the laboratory with a cooler box, and stored at 4&#xb0;C for subsequent analysis. The fresh soil samples were sieved using 2 mm mesh and divided into two subsamples in the laboratory. Fresh soil subsamples were analyzed for ammonium nitrogen (NH<sub>4</sub>
<sup>+</sup>-N), nitrate nitrogen (NO<sub>3</sub>
<sup>&#x2013;</sup>-N), dissolved organic carbon (DOC), and microbial biomass carbon (MBC). The other subsamples were air-dried to determine pH and total carbon content (TC). The soil temperature, soil moisture, NH<sub>4</sub>
<sup>+</sup>-N content, NO<sub>3</sub>
<sup>&#x2013;</sup>-N content, and pH value were measured on each sampling campaign, and the DOC, MBC, and TC were measured at the end (432 h) of precipitation pulse treatments.</p>
<p>The soil moisture was determined by the oven-drying method. The pH values of the soils were measured in a 1:2.5 (soil: water ratio) suspension with a PHS-3E glass pH electrode (PHS-3E, Shanghai Precision &amp; Scientific Instrument Co., Ltd, Shanghai, China). Soil NH<sub>4</sub>
<sup>+</sup>-N and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content were extracted using 2 mol L<sup>-1</sup> KCl solution by shaking for 1 h before being analyzed using a Lachat flow-injection auto-analyzer (Futura Flow Analyser, Alliance Instruments, Frepillon, France). TC was analyzed with an elemental analyzer (Vario Max CN, Elementar, Hanau, Germany). MBC was determined by the chloroform fumigation-extraction method (<xref ref-type="bibr" rid="B61">Vance et&#xa0;al., 1987</xref>). Extractable organic C in the fumigated and unfumigated samples was measured using an elemental analyzer. The MBC was calculated as the differences in DOC in the soil extracts between the fumigated and unfumigated samples. The amount of organic carbon in the un-fumigated soil extracts was used as DOC (<xref ref-type="bibr" rid="B73">Zhao et&#xa0;al., 2016</xref>). The AGB was determined by oven-drying, and harvested biomass was oven-dried at 65&#xb0;C to a constant mass when weighed.</p>
</sec>
<sec id="s2_5">
<title>Statistical analysis</title>
<p>The CH<sub>4</sub> fluxes were calculated from the change in CH<sub>4</sub> concentrations with time (Eq. S1). Cumulative CH<sub>4</sub> fluxes were linearly and sequentially accumulated from the fluxes between every two adjacent measurement intervals (Eq. S2). The impact-treatment is the relative effects of precipitation pulses of different sizes on CH<sub>4</sub> fluxes (average or cumulative) from 0 mm pulse (Eq. S3).</p>
<p>Two-way ANOVA was conducted to examine the effects of precipitation pulses, N addition, and their interactions on CH<sub>4</sub> fluxes as well as biotic and abiotic factors. Multiple comparisons were determined using Tukey&#x2019;s HSD test at a probability level of 95% (<italic>P</italic> &lt; 0.05). The correlations between CH<sub>4</sub> fluxes (average and cumulative) and average soil moisture were tested using a linear model. Binary linear functions were used to test the dependence of CH<sub>4</sub> fluxes on soil moisture and soil temperature in each treatment. A quadratic equation was developed to describe the relationship between CH<sub>4</sub> fluxes (average and cumulative) and precipitation pulse sizes. The structural equation model (SEM) was performed to analyze the direct and indirect effects of precipitation pulse and N addition on cumulative CH<sub>4</sub> fluxes using the lavaan package (<xref ref-type="bibr" rid="B52">Rosseel, 2012</xref>). The chi-square (&#x3c7;<sup>2</sup>) test (<italic>P</italic> &gt; 0.05), comparative fit index (CFI) &gt; 0.9, and standardized root mean-square-residual (SRMR) value &lt; 0.08 were used to indicate if the SEM models fit well. Statistical analyses were conducted using R Statistical Software (Version 4.1.2, R Corporation, Vienna, Austria) and IBM SPSS Statistics (IBM SPSS Statistics 25.0, IBM Corporation, Chicago, IL, USA). Results were presented as mean &#xb1; 1 standard error (SE). The graphics were drawn using OriginPro 2018 software (OriginPro 2018, OriginLab Corporation, Northampton, MA, USA).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Effects of precipitation pulses and N addition on biotic and abiotic factors</title>
<p>The precipitation pulse (PP) treatments caused an immediate increase in soil moisture that was related to the PP sizes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Soil moisture peaked at around 2-4 h and then decreased until the end of precipitation pulse treatments. The PP treatments of 5 mm, 10 mm, 20 mm, and 50 mm significantly enhanced the average soil moisture (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), which quadratically increased with PP size in both control and N addition treatments (all <italic>P</italic> = 0.000, <italic>df</italic> = 24; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>). N addition (NA) as well as the interaction of PP and NA, however, did not substantially alter the average soil moisture (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Soil temperatures had significant temporal dynamics in the P0 and NP0 treatments, showing a unimodal trend (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). PP, NA, and their interaction, however, had no significant effect on the temporal dynamics and average soil temperature (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C, D</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Responses of soil moisture at 0-10 cm depth (<bold>(A)</bold>: temporal dynamic; <bold>(B)</bold>: average soil moisture) and soil temperature at 5 cm depth (<bold>(C)</bold>: temporal dynamic; <bold>(D)</bold>) average soil temperature) to precipitation pulses and N addition treatments. The inserted graph in panel B (light blue column) shows the differences in average soil moisture among the precipitation pulses. Boxplots show the median (lines within the box) and interquartile range (box boundaries). Whiskers extend to the most extreme data point within 1.5 &#xd7; (75-25%) data range. The solid point represents the mean value. Different capital letters (above each boxplot) denote significant differences among the precipitation pulses.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g001.tif"/>
</fig>
<p>The PP treatments significantly affected the temporal dynamics of NH<sub>4</sub>
<sup>+</sup>-N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>), NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), and pH value (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>). The peaks of NH<sub>4</sub>
<sup>+</sup>-N content, NO<sub>3</sub>
<sup>&#x2013;</sup>-N content, and pH mainly occurred at 0-8 h, 2-12 h, and 24-144 h after the PP treatments, respectively. All sizes of PP significantly increased average NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>) but not average NH<sub>4</sub>
<sup>+</sup>-N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The 20 mm and 50 mm PP treatments significantly increased the pH, while the 5 mm PP treatment significantly decreased the pH (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>). NA significantly increased NH<sub>4</sub>
<sup>+</sup>-N content (<italic>P</italic> = 0.000, <italic>df</italic> = 1; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>) and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<italic>P</italic> = 0.000, <italic>df</italic> = 1; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>), but significantly decreased the pH (<italic>P</italic> = 0.000, <italic>df</italic> = 1; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>). The interaction of PP and NA significantly affected the pH (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>) but had no significant effects on NH<sub>4</sub>
<sup>+</sup>-N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>) or NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Responses of NH<sub>4</sub>
<sup>+</sup>-N content (<bold>(A)</bold>: temporal dynamic; <bold>(B)</bold>: average NH<sub>4</sub>
<sup>+</sup>-N content), NO<sub>3</sub>
<sup>&#x2212;</sup>-N content (<bold>(C)</bold>: temporal dynamic; <bold>(D)</bold>: average NO<sub>3</sub>
<sup>&#x2212;</sup>-N content), and pH value (<bold>(E)</bold>: temporal dynamic; <bold>(F)</bold>: average pH value) at 0-10 cm depth to precipitation pulses and N addition treatments. The inserted graphs (orange column) in panels B, D, and F show the differences in average NH<sub>4</sub>
<sup>+</sup>-N content, average NO<sub>3</sub>
<sup>&#x2212;</sup>-N content, and average pH value between the control and N addition treatments. The inserted graphs (light blue column) in panels D and F show the differences in average NO<sub>3</sub>
<sup>&#x2212;</sup>-N content and average pH value among the precipitation pulses. Boxplots show the median (lines within the box) and interquartile range (box boundaries). Whiskers extend to the most extreme data point within 1.5 &#xd7; (75-25%) data range. The solid point represents the mean value. Different capital letters (above each boxplot) denote significant differences among the precipitation pulses or between the control and N addition treatments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g002.tif"/>
</fig>
<p>At the end of precipitation treatment, PP treatments significantly affected the DOC content (<italic>P</italic> = 0.005, <italic>df</italic> = 4; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), MBC content (<italic>P</italic> = 0.004, <italic>df</italic> = 4; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>), and AGB (<italic>P</italic> = 0.026, <italic>df</italic> = 4; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>), but not the TC (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Compared with the 0 mm PP treatment, 50 mm PP treatment significantly decreased DOC content (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), while the 10 mm, 20 mm, and 50 mm PP treatments significantly increased MBC content and AGB (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B, D</bold>
</xref>). NA significantly increased AGB (<italic>P</italic> = 0.000, <italic>df</italic> = 1; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>), but did not substantially alter DOC content (marginal effect, <italic>P</italic> = 0.085, <italic>df</italic> = 1; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), MBC (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>), and TC (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). The interaction of PP and NA had no significant effect on the DOC, MBC, TC, or AGB (<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>Responses of dissolved organic carbon (DOC, <bold>A</bold>), soil microbial biomass carbon (MBC, <bold>B</bold>), total carbon (TC, <bold>C</bold>), and aboveground biomass (AGB, <bold>D</bold>) to precipitation pulses and N addition treatments. The inserted graphs (light blue column) in panels <bold>A, B, D</bold> show the differences in DOC, MBC, and AGB among the precipitation pulses. The inserted graphs (orange column) in panel D show the differences in AGB between the control and N addition treatments. Boxplots show the median (lines within the box) and interquartile range (box boundaries). Whiskers extend to the most extreme data point within 1.5 &#xd7; (75-25%) data range. The solid point represents the mean value. Different capital letters (above each boxplot) denote significant differences among the precipitation pulses treatments or between the control and N addition treatments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g003.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Effects of precipitation pulses and N addition on CH<sub>4</sub> fluxes</title>
<p>The studied grassland acted as a sink for CH<sub>4</sub> in the P0 and NP0 treatments, with fluxes ranging from -8.22 to -3.78 &#x3bc;g m<sup>-2</sup> h<sup>-1</sup> and -6.91 to -2.57 &#x3bc;g m<sup>-2</sup> h<sup>-1</sup>, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). The 5 mm PP treatment slightly suppressed CH<sub>4</sub> uptake and average CH<sub>4</sub> fluxes, but not at statistically significant levels (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>). The 10 mm, 20 mm, and 50 mm PP treatments, however, substantially changed the temporal dynamics and the source-sink relationship of CH<sub>4</sub> fluxes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). The 10 mm PP treatment shifted CH<sub>4</sub> fluxes from sinks to sources within 2 to 4 h, while 20 mm and 50 mm PP treatments immediately triggered the release of CH<sub>4</sub> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). The CH<sub>4</sub> fluxes primarily peaked at 12 h and relatively decreased the CH<sub>4</sub> uptake by 203-362% and 243-333% compared with P0 and NP0 treatments, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). After that, CH<sub>4</sub> releases decreased and absorption resumed at 144 h until the end of PP treatments (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Responses of CH<sub>4</sub> fluxes (<bold>(A)</bold>: temporal dynamic; <bold>(B)</bold>: average flux; <bold>(C)</bold>: impact-treatment of average CH<sub>4</sub> flux) to precipitation pulses and N addition treatment, and the relationship between average CH<sub>4</sub> fluxes and precipitation pulse sizes <bold>(D)</bold>. The inserted graphs (light blue column) in panels <bold>B, C</bold> show the differences in average CH<sub>4</sub> fluxes and impact-treatment of average CH<sub>4</sub> flux among the precipitation pulses. The inserted graphs (orange column) in panels <bold>B, C</bold> show the differences in the average CH<sub>4</sub> fluxes between the control and the N addition treatments. Boxplots show the median (lines within the box) and interquartile range (box boundaries). Whiskers extend to the most extreme data point within 1.5 &#xd7; (75-25%) data range. The solid point represents the mean value. Different capital letters (above each boxplot) denote significant differences among the precipitation pulses or between the control and N addition treatments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g004.tif"/>
</fig>
<p>The PP significantly affected the average CH<sub>4</sub> fluxes (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). More specifically, the 10 mm, 20 mm, and 50 mm PP treatments significantly enhanced the average CH<sub>4</sub> fluxes (109-171%), but the 5 mm PP treatment had no significant effect (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The relative effect of PP treatment on CH<sub>4</sub> fluxes increased significantly with increasing PP sizes (<italic>P</italic> = 0.000, <italic>df</italic> = 3; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). The relationship between the average CH<sub>4</sub> fluxes and PP sizes could be fitted by a quadratic equation, explaining the 87% (<italic>P</italic> = 0.000, <italic>df</italic> = 24) and 81% (<italic>P</italic> = 0.000, <italic>df</italic> = 24) variation in the average CH<sub>4</sub> fluxes in the control and N addition treatments, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). N addition significantly enhanced the average CH<sub>4</sub> fluxes (<italic>P</italic> = 0.048, <italic>df</italic> = 1; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) and the impact-treatment of average CH<sub>4</sub> fluxes (<italic>P</italic> = 0.001, <italic>df</italic> = 1; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). The interaction of PP and NA, however, had no significant influence on average CH<sub>4</sub> fluxes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) or the impact-treatment of average CH<sub>4</sub> fluxes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>).</p>
<p>Cumulative CH<sub>4</sub> fluxes showed a decreasing trend following the 0 mm and 5 mm PP treatments, as CH<sub>4</sub> continued to be absorbed from the atmosphere by the soil (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5A</bold>
</xref>). The 10 mm, 20 mm, and 50 mm PP treatments significantly increased the cumulative CH<sub>4</sub> fluxes, reaching the highest cumulative fluxes at 144 h (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). After that, cumulative CH<sub>4</sub> fluxes were reduced and the areas were converted into CH<sub>4</sub> sinks. During the experimental period, cumulative CH<sub>4</sub> fluxes ranged from -0.17 to -0.03 mg CH<sub>4</sub> pot<sup>-1</sup> and -0.16 to -0.02 mg CH<sub>4</sub> pot<sup>-1</sup> in the control and N addition treatments, respectively (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Responses of the cumulative CH<sub>4</sub> fluxes (<bold>(A)</bold>: temporal dynamic; <bold>(B)</bold>: average cumulative fluxes; <bold>(C)</bold>: impact-treatment of cumulative CH<sub>4</sub> flux) to precipitation pulses and N addition, and the relationship between cumulative CH<sub>4</sub> fluxes and precipitation pulse sizes <bold>(D)</bold>. The inserted graphs (light blue column) in panels <bold>B, C</bold> show the differences in cumulative CH<sub>4</sub> fluxes and impact-treatment of cumulative CH<sub>4</sub> flux among the precipitation pulses. The inserted graph (orange column) in panel <bold>B</bold> shows the differences in cumulative CH<sub>4</sub> fluxes between the control and N addition treatments. Boxplots show the median (lines within the box) and interquartile range (box boundaries). Whiskers extend to the most extreme data point within 1.5 &#xd7; (75-25%) data range. The solid point represents the mean value. Different capital letters (above each boxplot) denote significant differences among the precipitation pulses or between the control and N addition treatments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g005.tif"/>
</fig>
<p>The PP treatments significantly affected the cumulative CH<sub>4</sub> fluxes (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>) and the impact-treatment of cumulative CH<sub>4</sub> fluxes (<italic>P</italic> = 0.000, <italic>df</italic> = 3; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). The 10 mm, 20 mm, and 50 mm PP treatments significantly reduced the absorption of CH<sub>4</sub> (68-88%), with a higher relative effect on cumulative CH<sub>4</sub> fluxes; in contrast, the 5 mm PP treatment did not have any effect (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B, 5C</bold>
</xref>). There was a significant quadratic relationship between the cumulative CH<sub>4</sub> fluxes and PP sizes, which could explain the 64% (<italic>P</italic> = 0.000, <italic>df</italic> = 24) and 60% (<italic>P</italic> = 0.000, <italic>df</italic> = 24) variation in the cumulative CH<sub>4</sub> fluxes in the control and N addition treatments, respectively (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). NA significantly increased the cumulative CH<sub>4</sub> fluxes (<italic>P</italic> = 0.015, <italic>df</italic> = 1; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>), but had a marginal effect on the impact-treatment of cumulative CH<sub>4</sub> fluxes (<italic>P</italic> = 0.065, <italic>df</italic> = 1; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). The interaction of PP and NA, however, did not significantly affect the cumulative CH<sub>4</sub> fluxes (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>) and the impact-treatment of cumulative CH<sub>4</sub> fluxes (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Dependences of temporal dynamics of CH<sub>4</sub> fluxes on soil moisture and soil temperature</title>
<p>The binary linear model showed that the temporal dynamics of CH<sub>4</sub> fluxes were mainly driven by soil moisture and soil temperature after the PP treatments (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Only the P0 and NP0 treatments had no significant relationship between CH<sub>4</sub> fluxes and soil moisture and soil temperature (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The CH<sub>4</sub> fluxes were significantly positively correlated with soil moisture and soil temperature in the NP5 treatment (<italic>P</italic> &lt; 0.01, <italic>df</italic> = 49), but were significantly negatively correlated with soil moisture in the P5 treatment (<italic>P</italic> &lt; 0.05, <italic>df</italic> = 42). The CH<sub>4</sub> fluxes from control and N addition treatments were both significantly positively correlated with soil moisture and soil temperature in the 10 mm (both <italic>P</italic> &lt; 0.01), 20 mm (both <italic>P</italic> &lt; 0.01), and 50 mm (both <italic>P</italic> &lt; 0.001) PP treatments. The degree of fitting increased with increasing PP sizes, explaining the 10-34% and 18-28% change in the temporal dynamics of CH<sub>4</sub> fluxes in the control and N addition treatments, respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Dependency of CH<sub>4</sub> fluxes (<italic>F</italic>) on soil moisture (<italic>SM</italic>, 0-10 cm depth) and soil temperature (<italic>ST</italic>, 5 cm depth) after precipitation pulses and long-term N addition treatments.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Treatments</th>
<th valign="middle" align="center">Function</th>
<th valign="middle" align="center">
<italic>df</italic>
<sub>num</sub>
</th>
<th valign="middle" align="center">
<italic>df</italic>
<sub>den</sub>
</th>
<th valign="middle" align="center">
<italic>F</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="7" align="left">Control</th>
</tr>
<tr>
<td valign="middle" align="left">P0</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">P5</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.950<italic>SM</italic> - 0.141<italic>ST</italic> - 6.030</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">40</td>
<td valign="middle" align="center">1.636</td>
<td valign="middle" align="center">0.10</td>
<td valign="middle" align="center">&lt;0.05</td>
</tr>
<tr>
<td valign="middle" align="left">P10</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.607<italic>SM</italic> + 0.480<italic>ST</italic> - 18.240</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">45</td>
<td valign="middle" align="center">5.337</td>
<td valign="middle" align="center">0.18</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">P20</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.006<italic>SM</italic> + 1.903<italic>ST</italic> - 50.724</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">6.879</td>
<td valign="middle" align="center">0.18</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">P50</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.608<italic>SM</italic> + 0.895<italic>ST</italic> &#x2013; 29.370</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">44</td>
<td valign="middle" align="center">9.381</td>
<td valign="middle" align="center">0.34</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">N addition</th>
</tr>
<tr>
<td valign="middle" align="left">P0</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">NS</td>
</tr>
<tr>
<td valign="middle" align="left">P5</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.196<italic>SM</italic> + 0.927<italic>ST</italic> - 28.882</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">1.877</td>
<td valign="middle" align="center">0.18</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">P10</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.301<italic>SM</italic> + 1.222<italic>ST</italic> - 37.480</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">2.617</td>
<td valign="middle" align="center">0.22</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">P20</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.553<italic>SM</italic> + 0.871<italic>ST</italic> - 28.269</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">44</td>
<td valign="middle" align="center">8.415</td>
<td valign="middle" align="center">0.25</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="middle" align="left">P50</td>
<td valign="middle" align="center">
<italic>F</italic> = 0.489<italic>SM</italic> + 0.673<italic>ST</italic> - 28.269</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">9.083</td>
<td valign="middle" align="center">0.28</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>df<sub>num</sub>: df of numerator; df<sub>den</sub>: df of denominator.</p>
</fn>
<fn>
<p>NS, not significant.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<title>Relationships between cumulative CH<sub>4</sub> fluxes with biotic and abiotic factors</title>
<p>Structural equation model (SEM) analysis indicated that N addition significantly increased the NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<italic>P</italic> &lt; 0.001), thereby decreasing the soil pH (<italic>P</italic> &lt; 0.01; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The pH change directly increased the cumulative CH<sub>4</sub> fluxes (<italic>P</italic> &lt; 0.05) and indirectly enhanced the MBC (<italic>P</italic> &lt; 0.01) and DOC (<italic>P</italic> &lt; 0.001) through decreased TC (<italic>P</italic> &lt; 0.01). The MBC and DOC significantly increased the cumulative CH<sub>4</sub> fluxes (both <italic>P</italic> &lt; 0.05), while the TC had a marginal effect on cumulative CH<sub>4</sub> fluxes (<italic>P</italic> &lt; 0.1). The precipitation pulses significantly increased the soil moisture (<italic>P</italic> &lt; 0.001), which directly increased the cumulative CH<sub>4</sub> fluxes (<italic>P</italic> &lt; 0.01). Additionally, soil moisture positively affected NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<italic>P</italic> &lt; 0.001), pH (<italic>P</italic> &lt; 0.05), and MBC (<italic>P</italic> &lt; 0.001), but a negative effect on DOC (<italic>P</italic> &lt; 0.01) and TC (<italic>P</italic> &gt; 0.05); this, in turn altered the cumulative CH<sub>4</sub> fluxes. All factors jointly explained the 41% variation in cumulative CH<sub>4</sub> fluxes that were observed (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Structural equation model (SEM) performed to examine the direct and indirect effects of precipitation pulses and long-term N addition on cumulative CH<sub>4</sub> fluxes. The blue arrows indicated positive effects, while the red arrows indicated negative effects. The solid arrows indicated significant paths (<italic>P</italic> &lt; 0.05). Conversely, the dotted lines indicated insignificant paths (<italic>P</italic> &gt; 0.05). Arrow width represented the strength of the relationship. Values associated with solid arrows represent standardized path coefficients. <italic>R</italic>
<sup>2</sup> values represent the proportion of the variance explained for each endogenous variable. Significance levels are as follows: <sup>+</sup>, <italic>P</italic> &lt; 0.1; *, <italic>P</italic> &lt; 0.05; **, <italic>P</italic> &lt; 0.01; ***, <italic>P</italic> &lt; 0.001. Goodness-of-fit statistics are shown below the model. PP, precipitation pulse; NA, N addition; SM, soil moisture; NO<sub>3</sub>
<sup>&#x2013;</sup>-N, NO<sub>3</sub>
<sup>&#x2013;</sup>-N content; pH, pH value; MBC, microbial biomass carbon; TC, total carbon; DOC, dissolved organic carbon.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>The suppression effect of precipitation pulses on cumulative CH<sub>4</sub> fluxes</title>
<p>The effects of precipitation pulses on CH<sub>4</sub> fluxes are very complex. Previous studies have shown that precipitation pulses could stimulate (<xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B50">Petrakis et&#xa0;al., 2017</xref>), suppress (<xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>), or not significantly affect CH<sub>4</sub> fluxes (<xref ref-type="bibr" rid="B44">Mariko et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B46">Ni et&#xa0;al., 2019</xref>). The effects mainly depended on the precipitation pulse size, ecosystem type, and soil moisture status (<xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B32">Kim et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B50">Petrakis et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B46">Ni et&#xa0;al., 2019</xref>). Without manipulated precipitation, the studied grassland acted as a net sink of CH<sub>4</sub> (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5A</bold>
</xref>), which is consistent with the findings of previous studies (<xref ref-type="bibr" rid="B14">Dalal and Allen, 2008</xref>; <xref ref-type="bibr" rid="B64">Wang et&#xa0;al., 2014b</xref>; <xref ref-type="bibr" rid="B71">Yu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>). The average rate of CH<sub>4</sub> absorption of the studied grassland (-5.23 &#xb1; 0.36 &#x3bc;g m<sup>-2</sup> h<sup>-1</sup>, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) was, however, much lower than that of the semi-arid grassland from northeast China (-74.31 &#xb1; 62.51 &#x3bc;g m<sup>-2</sup> h<sup>-1</sup>) as well as the Qinghai-Tibetan Plateau (-31.29 &#xb1; 21.78 &#x3bc;g m<sup>-2</sup> h<sup>-1</sup>) (<xref ref-type="bibr" rid="B64">Wang et&#xa0;al., 2014b</xref>). As expected, the large (10 mm, 20 mm, and 50 mm) precipitation pulses had a negative pulsing effect on CH<sub>4</sub> fluxes and significantly suppressed CH<sub>4</sub> absorption, but the small (5 mm) precipitation pulse did not significantly alter it (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>).</p>
<p>Without water supplementation (0 mm PP treatment), the soil was arid and soil moisture was relatively stable (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Low soil moisture limited the activity of methanotrophs due to water stress, and the absorption rate of CH<sub>4</sub> was, therefore, very low (<xref ref-type="bibr" rid="B37">Le Mer and Roger, 2001</xref>; <xref ref-type="bibr" rid="B7">Borken et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B1">Aronson et&#xa0;al., 2019</xref>). Although the 5 mm PP treatment substantially increased average soil moisture (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), it did not significantly alter the temporal dynamics or cumulative CH<sub>4</sub> fluxes (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5B</bold>
</xref>). <xref ref-type="bibr" rid="B46">Ni et&#xa0;al. (2019)</xref> also confirmed that short-term precipitation pulses did not alter CH<sub>4</sub> fluxes in a forest ecosystem, suggesting that small precipitation changes do not alter O<sub>2</sub> in soil pore spaces enough to affect CH<sub>4</sub> fluxes. As expected, the large precipitation pulses (10 mm, 20 mm, and 50 mm) altered the source-sink relationship of CH<sub>4</sub>, converting CH<sub>4</sub> fluxes of the studied grassland from a sink to a source (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5A</bold>
</xref>), which were consistent with an <italic>in situ</italic> field study (<xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>). The temporal dynamics of CH<sub>4</sub> fluxes were controlled by the soil moisture and soil temperature following the precipitation pulses (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). While the precipitation pulses significantly increased soil moisture, they did not alter soil temperature (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The changes in soil moisture dynamics caused by precipitation pulses, therefore, may be responsible for the changes in CH<sub>4</sub> fluxes. In this study, there were several potential mechanisms by which precipitation pulses could have triggered the CH<sub>4</sub> source-sink conversion. Firstly, the infiltration of soil water caused by the precipitation pulses could displace CH<sub>4</sub> trapped in the soil pore space and release it to the atmosphere, especially in the case of the 50 mm PP treatment. Secondly, a large precipitation pulse could increase the soil water availability and alleviate water limitation, decreasing the redox potential and availability of O<sub>2</sub> in favor of anaerobic processes, thereby promoting methanogenic activity and suppressing CH<sub>4</sub> oxidation (<xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B32">Kim et&#xa0;al., 2012</xref>). Thirdly, the increased availability of water could stimulate microbial, specifically methanogen, biomass (<xref ref-type="bibr" rid="B25">Huang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B62">Venturini et&#xa0;al., 2022</xref>). Fourthly, the availability of substrates before PP treatments was accumulated through microbial metabolism, soil aggregates shattering, and organisms death, which would be rapidly utilized by methanogen under these increased soil moisture conditions (<xref ref-type="bibr" rid="B60">Unger et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B32">Kim et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B35">Lado-Monserrat et&#xa0;al., 2014</xref>). Though precipitation pulses break the balance between the CH<sub>4</sub> production and consumption and change the source-sink relationship of CH<sub>4</sub> fluxes through physical and biological processes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), they cannot permanently change the nature of grassland as a CH<sub>4</sub> sink (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). In the context of global change, however, it appears that the sink strength of grassland ecosystems will decrease with the increase of heavy precipitation pulses in the future (<xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>).</p>
<p>For the first time it was demonstrated that cumulative CH<sub>4</sub> fluxes increased quadratically with precipitation pulse size in both the control and N addition treatments (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). These results further suggest that precipitation pulses suppress CH<sub>4</sub> uptake by controlling soil moisture (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>7B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S1</bold>
</xref>). Average soil moisture in the 0-10 cm layer quadratically increased with precipitation pulse size after precipitation treatments (all <italic>P</italic> = 0.000, <italic>df</italic> = 24; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>). Contrary to expectations, the optimal relationship between soil moisture and precipitation pulse size was not linear. Extreme precipitation pulses (20 mm and 50 mm) caused soil moisture to penetrate deeper and significantly increased average soil moisture in the 10-30 cm soil layer (<italic>P</italic> = 0.000, <italic>df</italic> = 4; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>). The 10 mm, 20 mm, and 50 mm precipitation pulses significantly increased aboveground biomass (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>), which then also consumed a large amount of soil water. The increased aboveground biomass can also increase soil water by reducing soil evaporation, but the effect is largely unknown. Soil moisture infiltration and plant growth together decreased soil moisture in the 0-10 cm soil layer when larger precipitation pulse treatments were applied, resulting in a quadratic increase in average soil moisture with precipitation pulse size. Cumulative CH<sub>4</sub> fluxes increased linearly with average soil moisture due to the different responses of gas diffusion and activity of microbe to the increased soil moisture (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). The small precipitation pulses did not alter soil water contents and O<sub>2</sub> concentrations enough to affect the CH<sub>4</sub> oxidation environment (<xref ref-type="bibr" rid="B46">Ni et&#xa0;al., 2019</xref>). The large precipitation pulses significantly inhibited the soil gases diffusion participating in CH<sub>4</sub> oxidation and suppressed CH<sub>4</sub> oxidation (<xref ref-type="bibr" rid="B38">Liu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B72">Zhao et&#xa0;al., 2017</xref>). At the same time, the large precipitation pulses decreased the redox potential, created a saturated soil condition and lasted for a few days, which were conducive to methanogenesis (<xref ref-type="bibr" rid="B23">Harms and Grimm, 2012</xref>; <xref ref-type="bibr" rid="B15">Decock and Six, 2013</xref>; <xref ref-type="bibr" rid="B50">Petrakis et&#xa0;al., 2017</xref>). This study saw the release of CH<sub>4</sub> from the soil to the atmosphere under these conditions (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), confirming that large precipitation pulses (10 mm, 20 mm, and 50 mm) stimulated the activity of methanogens (<xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>). The decreased soil gases diffusion participating in CH<sub>4</sub> oxidation and increased activity of methanogens, therefore, led to a decrease in CH<sub>4</sub> uptake with increasing soil moisture. Ecologists have confirmed that CH<sub>4</sub> uptake decrease with increasing soil moisture in grassland ecosystems (<xref ref-type="bibr" rid="B28">Jiang et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B57">Shrestha et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B41">Liu et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B68">Wu et&#xa0;al., 2021</xref>). In conclusion, precipitation pulses suppressed CH<sub>4</sub> uptake by increasing soil moisture and exhibited a quadratic relationship with the cumulative CH<sub>4</sub> fluxes.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The relationship between CH<sub>4</sub> fluxes (<bold>(A)</bold>: average fluxes; <bold>(B)</bold>: cumulative fluxes) and average soil moisture after the precipitation pulses and long-term N addition treatments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1071511-g007.tif"/>
</fig>
</sec>
<sec id="s4_2">
<title>The suppression effect of long-term N addition on cumulative CH<sub>4</sub> fluxes</title>
<p>Effects of N addition on CH<sub>4</sub> fluxes have been extensively studied in many ecosystems (<xref ref-type="bibr" rid="B2">Aronson and Helliker, 2010</xref>; <xref ref-type="bibr" rid="B16">Deng et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B67">Wu et&#xa0;al., 2022</xref>). As expected, N addition significantly suppressed the absorption of CH<sub>4</sub> in the studied grassland ecosystem (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4B</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5B</bold>
</xref>), consistent with the results of the meta-analyses (<xref ref-type="bibr" rid="B2">Aronson and Helliker, 2010</xref>). In the present study, N addition significantly increased the NH<sub>4</sub>
<sup>+</sup>-N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>) and NO<sub>3</sub>
<sup>&#x2013;</sup>N content (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>), along with aboveground biomass (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>), while significantly decreasing the pH value (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>). N addition, therefore, could decrease the absorption of CH<sub>4</sub> or increase the production of CH<sub>4</sub> through changing amounts of NH<sub>4</sub>
<sup>+</sup>-N, NO<sub>3</sub>
<sup>&#x2013;</sup>-N, and AGB, as well as altering pH value, suppressing CH<sub>4</sub> uptake (<xref ref-type="bibr" rid="B17">Fang et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B69">Yang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B33">Kong et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>).</p>
<p>There are multiple underlying mechanisms for N addition suppressing CH<sub>4</sub> uptake. First, the increased NH<sub>4</sub>
<sup>+</sup>-N competes with CH<sub>4</sub> for methane monooxygenase (MMO), which decreased the combination point of MMO to CH<sub>4</sub>, thereby reducing the oxidation of CH<sub>4</sub> (<xref ref-type="bibr" rid="B54">Schnell and King, 1994</xref>). Second, NH<sub>4</sub>
<sup>+</sup>-N is oxidized to hydroxylamine (NH<sub>2</sub>OH) and nitrite (NO2--N) by CH<sub>4</sub> monooxygenase or ammonia-oxidizing microorganisms, which has a toxic effect on methanotrophs (<xref ref-type="bibr" rid="B5">Bodelier, 2011</xref>). Third, the NH<sub>4</sub>
<sup>+</sup>-N and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content in the N addition treatment were 1.96 and 2.77 times greater than that of the unfertilized treatment, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>), resulting in osmotic stress and suppressing the activity of methanotrophs (<xref ref-type="bibr" rid="B6">Bodelier and Laanbroek, 2004</xref>; <xref ref-type="bibr" rid="B53">Saari et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B69">Yang et&#xa0;al., 2017</xref>). Four, the increased AGB could allocate more C to promote root exudates, which would improve substrate availability for methanogens (<xref ref-type="bibr" rid="B63">Waldo et&#xa0;al., 2019</xref>). Additionally, N addition could enhance litter mass input to soil and nutrient return from litter decomposition by increasing AGB, thereby alleviating the C limitation on methanogens (<xref ref-type="bibr" rid="B20">Gong et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>). As a result, methanogens enhanced the CH<sub>4</sub> production, which in turn offset the absorption of CH<sub>4</sub> and suppressed CH<sub>4</sub> uptake (<xref ref-type="bibr" rid="B51">Ren et&#xa0;al., 2019</xref>). It was found that cumulative CH<sub>4</sub> fluxes were marginally significant positively correlated with the changes in average NH<sub>4</sub>
<sup>+</sup>-N (<italic>P</italic> = 0.114, <italic>df</italic> = 49; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3A</bold>
</xref>) and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<italic>P=</italic> 0.077, <italic>df</italic> = 49; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3B</bold>
</xref>), as well as AGB (<italic>P=</italic> 0.074, <italic>df</italic> = 49; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3C</bold>
</xref>). This implies that N addition could decrease the absorption of CH<sub>4</sub> by increasing NH<sub>4</sub>
<sup>+</sup>-N content and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content, and/or increase the production of CH<sub>4</sub> by increasing AGB, ultimately suppressing CH<sub>4</sub> uptake.</p>
<p>N addition significantly reduced soil pH value by 0.13 units (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>), half of the average global level for terrestrial ecosystems (<xref ref-type="bibr" rid="B58">Tian and Niu, 2015</xref>). A significant positive correlation between cumulative CH<sub>4</sub> fluxes and pH value was detected (<italic>P=</italic> 0.042, <italic>df</italic>=49; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3D</bold>
</xref>), consistent with the findings of <xref ref-type="bibr" rid="B51">Ren et&#xa0;al. (2019)</xref>. Contrary to expectations, the decreased pH enhanced CH<sub>4</sub> uptake in saline-alkaline soils, possibly due to reduced pH alleviating the physiological stress of saline-alkaline conditions on methanotrophs. In summary, N addition suppressed CH<sub>4</sub> uptake not by reducing pH value, but by increasing NH<sub>4</sub>
<sup>+</sup>-N content, NO<sub>3</sub>
<sup>&#x2013;</sup>-N content, and AGB.</p>
</sec>
<sec id="s4_3">
<title>No interactive effect of precipitation pulses and N addition on cumulative CH<sub>4</sub> fluxes</title>
<p>Both the precipitation pulses and N addition significantly suppressed CH<sub>4</sub> uptake (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4B</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5B</bold>
</xref>). In contrast, the precipitation pulses and N addition together had no interactive effect on CH<sub>4</sub> uptake (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4B</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5B</bold>
</xref>). Several potential mechanisms could explain this result. First, cumulative CH<sub>4</sub> emissions after precipitation pulses were significantly affected by soil moisture (<italic>P</italic> &lt; 0.001, <italic>df</italic> = 49), pH (<italic>P</italic> &lt; 0.001, <italic>df</italic> = 49), and DOC (<italic>P</italic> &lt; 0.05, <italic>df</italic> = 49; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S4</bold>
</xref>). There were no significant interactive effects between precipitation pulses and N addition on soil moisture (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) and DOC (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). The precipitation pulses and N addition had an interactive effect on the pH (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>). The pH value, however, had opposite responses to precipitation pulses and N addition (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>), as precipitation pulses significantly increased the pH, whereas N addition significantly decreased it (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>). Precipitation pulses and N addition, therefore, could not interactively affect CH<sub>4</sub> uptake by interactively affecting soil moisture, pH, and DOC. Second, precipitation pulses suppressed CH<sub>4</sub> uptake by increasing soil moisture, whereas N addition suppressed CH<sub>4</sub> uptake by increasing NH<sub>4</sub>
<sup>+</sup>-N, NO<sub>3</sub>
<sup>&#x2013;</sup>-N, and AGB. Precipitation pulses and N addition inhibited the absorption of CH<sub>4</sub> through different pathways. Third, the structural equation model showed that pH value was a key factor in precipitation pulses, and N addition interactively affected CH<sub>4</sub> fluxes. Precipitation pulses significantly increased pH by increasing soil moisture, while N addition decreased pH through increasing NO<sub>3</sub>
<sup>&#x2013;</sup>-N content (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The precipitation pulses and N addition together, therefore, had opposite effects on pH. Additionally, N addition decreased cumulative CH<sub>4</sub> fluxes by decreasing pH (total correlation coefficient: 0.100), whereas the precipitation pulses increased cumulative CH<sub>4</sub> fluxes by increasing soil moisture (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Precipitation pulses and N addition together, therefore, had an offset effect on cumulative CH<sub>4</sub> fluxes, rather than a synergistic suppressing effect. In summary, there were no interactive effects of precipitation pulses and N addition on cumulative CH<sub>4</sub> fluxes.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>This study evaluated the effects of precipitation pulses, N addition, and their interactions on CH<sub>4</sub> fluxes as well as examined their driving mechanisms in a semi-arid meadow steppe in Northeast China. Both precipitation pulses and N addition significantly suppressed CH<sub>4</sub> uptake. Precipitation pulses significantly altered the temporal dynamics of soil moisture, resulting in a negative pulse effect on CH<sub>4</sub> fluxes and shifting the grassland ecosystem from a CH<sub>4</sub> sink to a source. The cumulative CH<sub>4</sub> fluxes increased quadratically with precipitation pulse sizes in both control and N addition treatments. N addition possibly decreases the absorption of CH<sub>4</sub> by increasing NH<sub>4</sub>
<sup>+</sup>-N content and NO<sub>3</sub>
<sup>&#x2013;</sup>-N content, or increases the production of CH<sub>4</sub> by increasing aboveground biomass, ultimately inhibiting CH<sub>4</sub> uptake. The plants could influence the response of CH<sub>4</sub> fluxes to precipitation pulses and N addition by regulating water and substrate availability. Surprisingly, precipitation pulses and N addition had no interactive effects on CH<sub>4</sub> fluxes because precipitation pulses and N addition had an offset effect on the key factor (pH) and affected CH<sub>4</sub> fluxes through different pathways. The interactive effects between precipitation and N addition on CH<sub>4</sub> fluxes should be further investigated in the future.</p>
</sec>
<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 authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>WG: Conceptualization, Investigation, Formal analysis, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. XY: Conceptualization, Investigation, Formal analysis, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. YZ: Formal analysis, Writing &#x2013; review and editing. TZ: Conceptualization, Investigation, Formal analysis, Visualization, Writing &#x2013; original draft. BS: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review and editing. TY: Formal analysis, Visualization, Writing &#x2013; review and editing. JM: Conceptualization, Formal analysis, Writing &#x2013; review and editing. WX: Formal analysis, Visualization, Writing &#x2013; original draft. YW: Formal analysis, Visualization, Writing &#x2013; review and editing. WS: Conceptualization, Funding acquisition, Supervision, Writing &#x2013; original draft, Writing &#x2013; review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study was financially supported by the National Natural Science Foundation of China (32001183, 31870456, 32071627, 32001182), the Program of Introducing Talents of Discipline to Universities (B16011), China Postdoctoral Science Foundation (2021M700743), the Science and Technology Project of the Jilin Provincial Education Department (JJKH20221170KJ), and the Fundamental Research Funds for the Central Universities (2412022XK005, 2412020QD019).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We greatly thank Shicheng Jiang, Xiuquan Yue, and Yanan Li for their help in laboratory analyses.</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/fpls.2022.1071511/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2022.1071511/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aronson</surname> <given-names>E. L.</given-names>
</name>
<name>
<surname>Goulden</surname> <given-names>M. L.</given-names>
</name>
<name>
<surname>Allison</surname> <given-names>S. D.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Greenhouse gas fluxes under drought and nitrogen addition in a southern California grassland</article-title>. <source>Soil Biol. Biochem.</source> <volume>131</volume>, <fpage>19</fpage>&#x2013;<lpage>27</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2018.12.010</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aronson</surname> <given-names>E. L.</given-names>
</name>
<name>
<surname>Helliker</surname> <given-names>B. R.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Methane flux in non-wetland soils in response to nitrogen addition: a meta-analysis</article-title>. <source>Ecology</source> <volume>91</volume>, <fpage>3242</fpage>&#x2013;<lpage>3251</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1890/09-2185.1</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bichet</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Wild</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Folini</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Sch&#xe4;r</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Global precipitation response to changing forcings since 1870</article-title>. <source>Atmo. Chem. Phys.</source> <volume>11</volume>, <fpage>9961</fpage>&#x2013;<lpage>9970</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/acp-11-9961-2011</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Billings</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Richter</surname> <given-names>D. D.</given-names>
</name>
<name>
<surname>Yarie</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Sensitivity of soil methane fluxes to reduced precipitation in boreal forest soils</article-title>. <source>Soil Biol. Biochem.</source> <volume>32</volume>, <fpage>1431</fpage>&#x2013;<lpage>1441</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0038-0717(00)00061-4</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bodelier</surname> <given-names>P. L. E.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Interactions between nitrogenous fertilizers and methane cycling in wetland and upland soils</article-title>. <source>Curr. Opin. Env. Sust.</source> <volume>3</volume>, <fpage>379</fpage>&#x2013;<lpage>388</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cosust.2011.06.002</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bodelier</surname> <given-names>P. L. E.</given-names>
</name>
<name>
<surname>Laanbroek</surname> <given-names>H. J.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Nitrogen as a regulatory factor of methane oxidation in soils and sediments</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>47</volume>, <fpage>265</fpage>&#x2013;<lpage>277</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0168-6496(03)00304-0</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borken</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Davidson</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Savage</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Sundquist</surname> <given-names>E. T.</given-names>
</name>
<name>
<surname>Steudler</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Effect of summer throughfall exclusion, summer drought, and winter snow cover on methane fluxes in a temperate forest soil</article-title>. <source>Soil Biol. Biochem.</source> <volume>38</volume>, <fpage>1388</fpage>&#x2013;<lpage>1395</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2005.10.011</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boucher</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Friedlingstein</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Collins</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Shine</surname> <given-names>K. P.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>The indirect global warming potential and global temperature change potential due to methane oxidation</article-title>. <source>Environ. Res. Lett.</source> <volume>4</volume>, <elocation-id>44007</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1088/1748-9326/4/4/044007</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Goulding</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Misselbrook</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Impact of 13-years of nitrogen addition on nitrous oxide and methane fluxes and ecosystem respiration in a temperate grassland</article-title>. <source>Environ. pollut.</source> <volume>252</volume>, <fpage>675</fpage>&#x2013;<lpage>681</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.envpol.2019.03.069</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jenerette</surname> <given-names>G. D.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Dependence of carbon sequestration on the differential responses of ecosystem photosynthesis and respiration to rain pulses in a semiarid steppe</article-title>. <source>Glob. Change Biol.</source> <volume>15</volume>, <fpage>2450</fpage>&#x2013;<lpage>2461</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-2486.2009.01879.x</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Wolf</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Butterbach-Bahl</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Brueggemann</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Effects of increasing precipitation and nitrogen deposition on CH<sub>4</sub> and N<sub>2</sub>O fluxes and ecosystem respiration in a degraded steppe in inner Mongolia, China</article-title>. <source>Geoderma</source> <volume>192</volume>, <fpage>335</fpage>&#x2013;<lpage>340</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.geoderma.2012.08.018</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Conrad</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Chan</surname> <given-names>O. C.</given-names>
</name>
<name>
<surname>Claus</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Casper</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Characterization of methanogenic archaea and stable isotope fractionation during methane production in the profundal sediment of an oligotrophic lake (Lake stechlin, Germany)</article-title>. <source>Limnol. Oceanogr.</source> <volume>52</volume>, <fpage>1393</fpage>&#x2013;<lpage>1406</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lo.2007.52.4.1393</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Delgado-Baquerizo</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Cascading effects of n fertilization activate biologically driven mechanisms promoting P availability in a semi-arid grassland ecosystem</article-title>. <source>Funct. Ecol.</source> <volume>35</volume>, <fpage>1001</fpage>&#x2013;<lpage>1011</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1365-2435.13773</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dalal</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>D. E.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Greenhouse gas fluxes from natural ecosystems</article-title>. <source>Aust. J. Bot.</source> <volume>56</volume>, <fpage>369</fpage>&#x2013;<lpage>407</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/bt07128</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Decock</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Six</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>An assessment of N-cycling and sources of N<sub>2</sub>O during a simulated rain event using natural abundance <sup>15</sup>N</article-title>. <source>Agric. Ecosyst. Environ.</source> <volume>165</volume>, <fpage>141</fpage>&#x2013;<lpage>150</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.agee.2012.11.012</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deng</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Dong-Gill</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Shangguan</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Soil GHG fluxes are altered by N deposition: New data indicate lower N stimulation of the N<sub>2</sub>O flux and greater stimulation of the calculated C pools</article-title>. <source>Glob. Change Biol.</source> <volume>26</volume>, <fpage>2613</fpage>&#x2013;<lpage>2619</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/gcb.14970</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Cooch</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Low-level nitrogen deposition significantly inhibits methane uptake from an alpine meadow soil on the Qinghai-Tibetan Plateau</article-title>. <source>Geoderma</source> <volume>213</volume>, <fpage>444</fpage>&#x2013;<lpage>452</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.geoderma.2013.08.006</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Freitag</surname> <given-names>T. E.</given-names>
</name>
<name>
<surname>Toet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ineson</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Prosser</surname> <given-names>J. I.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Links between methane flux and transcriptional activities of methanogens and methane oxidizers in a blanket peat bog</article-title>. <source>FEMS Microbiol. Ecol.</source> <volume>73</volume>, <fpage>157</fpage>&#x2013;<lpage>165</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1574-6941.2010.00871.x</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Galloway</surname> <given-names>J. N.</given-names>
</name>
<name>
<surname>Dentener</surname> <given-names>F. J.</given-names>
</name>
<name>
<surname>Capone</surname> <given-names>D. G.</given-names>
</name>
<name>
<surname>Boyer</surname> <given-names>E. W.</given-names>
</name>
<name>
<surname>Howarth</surname> <given-names>R. W.</given-names>
</name>
<name>
<surname>Seitzinger</surname> <given-names>S. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2004</year>). <article-title>Nitrogen cycles: past, present, and future</article-title>. <source>Biogeochemistry</source> <volume>70</volume>, <fpage>153</fpage>&#x2013;<lpage>226</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10533-004-0370-0</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gong</surname> <given-names>S. W.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>J. X.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Warming and nitrogen addition increase litter decomposition in a temperate meadow ecosystem</article-title>. <source>PloS One</source> <volume>10</volume>, <elocation-id>e0116013</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0116013</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Griffin-Nolan</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Slette</surname> <given-names>I. J.</given-names>
</name>
<name>
<surname>Knapp</surname> <given-names>A. K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Deconstructing precipitation variability: Rainfall event size and timing uniquely alter ecosystem dynamics</article-title>. <source>J. Ecol.</source> <volume>109</volume>, <fpage>3356</fpage>&#x2013;<lpage>3369</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1365-2745.13724</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname> <given-names>G. X.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>B. Y.</given-names>
</name>
<name>
<surname>Chu</surname> <given-names>X. J.</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>Q. H.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>W. M.</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>J. Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Precipitation events reduce soil respiration in a coastal wetland based on four-year continuous field measurements</article-title>. <source>Agr. Forest Meteorol.</source> <volume>256-257</volume>, <fpage>292</fpage>&#x2013;<lpage>303</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.agrformet.2018.03.018</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harms</surname> <given-names>T. K.</given-names>
</name>
<name>
<surname>Grimm</surname> <given-names>N. B.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Responses of trace gases to hydrologic pulses in desert floodplains</article-title>. <source>J. Geophys. Res-Biogeo.</source> <volume>117</volume>, <fpage>G01035</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2011jg001775</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Houweling</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bergamaschi</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Chevallier</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Heimann</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kaminski</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Krol</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Global inverse modeling of CH<sub>4</sub> sources and sinks: an overview of methods</article-title>. <source>Atmo. Chem. Phys.</source> <volume>17</volume>, <fpage>235</fpage>&#x2013;<lpage>256</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/acp-17-235-2017</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Su</surname> <given-names>Y. G.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Effects of increasing precipitation on soil microbial community composition and soil respiration in a temperate desert, northwestern China</article-title>. <source>Soil Biol. Biochem.</source> <volume>83</volume>, <fpage>52</fpage>&#x2013;<lpage>56</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2015.01.007</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huxman</surname> <given-names>T. E.</given-names>
</name>
<name>
<surname>Snyder</surname> <given-names>K. A.</given-names>
</name>
<name>
<surname>Tissue</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Leffler</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Ogle</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Pockman</surname> <given-names>W. T.</given-names>
</name>
<etal/>
</person-group>. (<year>2004</year>). <article-title>Precipitation pulses and carbon fluxes in semiarid and arid ecosystems</article-title>. <source>Oecologia</source> <volume>141</volume>, <fpage>254</fpage>&#x2013;<lpage>268</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00442-004-1682-4</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="book">
<person-group person-group-type="author">
<collab>IPCC</collab>
</person-group> (<year>2021</year>). <source>Climate change 2021: The physical science basis. Contribution of working group I to the sixth assessment report of the intergovernmental panel on climate change</source> (<publisher-loc>Cambridge, UK</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>).</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>C. M.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>G. R.</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>H. J.</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>G. M.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y. N.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Short-term effect of increasing nitrogen deposition on CO<sub>2</sub>, CH<sub>4</sub> and N<sub>2</sub>O fluxes in an alpine meadow on the Qinghai-Tibetan Plateua, China</article-title>. <source>Atmos. Environ.</source> <volume>44</volume>, <fpage>2920</fpage>&#x2013;<lpage>2926</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.atmosenv.2010.03.030</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Conrad</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Responses of archaeal, bacterial, and functional microbial communities to growth season and nitrogen fertilization in rice fields</article-title>. <source>Biol. Fert. Soils</source> <volume>56</volume>, <fpage>81</fpage>&#x2013;<lpage>95</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00374-019-01404-4</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Judd</surname> <given-names>C. R.</given-names>
</name>
<name>
<surname>Koyama</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Simmons</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Brewer</surname> <given-names>P.</given-names>
</name>
<name>
<surname>von Fischer</surname> <given-names>J. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Co-Variation in methanotroph community composition and activity in three temperate grassland soils</article-title>. <source>Soil Biol. Biochem.</source> <volume>95</volume>, <fpage>78</fpage>&#x2013;<lpage>86</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2015.12.014</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Juottonen</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Disentangling the effects of methanogen community and environment on peatland greenhouse gas production by a reciprocal transplant experiment</article-title>. <source>Funct. Ecol.</source> <volume>34</volume>, <fpage>1268</fpage>&#x2013;<lpage>1279</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1365-2435.13536</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>D. G.</given-names>
</name>
<name>
<surname>Vargas</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Bond-Lamberty</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Turetsky</surname> <given-names>M. R.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Effects of soil rewetting and thawing on soil gas fluxes: a review of current literature and suggestions for future research</article-title>. <source>Biogeosciences</source> <volume>9</volume>, <fpage>2459</fpage>&#x2013;<lpage>2483</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-9-2459-2012</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kong</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Linking methane emissions to methanogenic and methanotrophic communities under different fertilization strategies in rice paddies</article-title>. <source>Geoderma</source> <volume>347</volume>, <fpage>233</fpage>&#x2013;<lpage>243</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.geoderma.2019.04.008</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kruger</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Frenzel</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Effects of N-fertilisation on CH<sub>4</sub> oxidation and production, and consequences for CH<sub>4</sub> emissions from microcosms and rice fields</article-title>. <source>Glob. Change Biol.</source> <volume>9</volume>, <fpage>773</fpage>&#x2013;<lpage>784</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1365-2486.2003.00576.x</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lado-Monserrat</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Lull</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Bautista</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Lidon</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Herrera</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Soil moisture increment as a controlling variable of the &#x201c;Birch effect&#x201d;. Interactions with the pre-wetting soil moisture and litter addition</article-title>. <source>Plant Soil</source> <volume>379</volume>, <fpage>21</fpage>&#x2013;<lpage>34</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11104-014-2037-5</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leitner</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Homyak</surname> <given-names>P. M.</given-names>
</name>
<name>
<surname>Blankinship</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Eberwein</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jenerette</surname> <given-names>G. D.</given-names>
</name>
<name>
<surname>Zechmeister-Boltenstern</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Linking NO and N<sub>2</sub>O emission pulses with the mobilization of mineral and organic N upon rewetting dry soils</article-title>. <source>Soil Biol. Biochem.</source> <volume>115</volume>, <fpage>461</fpage>&#x2013;<lpage>466</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2017.09.005</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le Mer</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Roger</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Production, oxidation, emission and consumption of methane by soils: A review</article-title>. <source>Eur. J. Soil Biol.</source> <volume>37</volume>, <fpage>25</fpage>&#x2013;<lpage>50</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1164-5563(01)01067-6</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Holst</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Brueggemann</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Butterbach-Bahl</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Effects of irrigation on nitrous oxide, methane and carbon dioxide fluxes in an Inner Mongolian steppe</article-title>. <source>Adv. Atmos. Sci.</source> <volume>25</volume>, <fpage>748</fpage>&#x2013;<lpage>756</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00376-008-0748-3</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Seasonal variations in the response of soil CO<sub>2</sub> efflux to precipitation pulse under mild drought in a temperate oak (<italic>Quercus variabilis</italic>) forest</article-title>. <source>Agr. For. Meteorol.</source> <volume>271</volume>, <fpage>240</fpage>&#x2013;<lpage>250</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.agrformet.2019.03.009</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Y. W.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Tenzintarchen</surname>
</name>
<name>
<surname>Zhao</surname> <given-names>J. X.</given-names>
</name>
<name>
<surname>Geng</surname> <given-names>X. D.</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>D. X.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>b). <article-title>Nitrogen addition alters C-N cycling in alpine rangelands: Evidence from a 4-year <italic>in situ</italic> field experiment</article-title>. <source>Catena</source> <volume>203</volume>, <elocation-id>105366</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.catena.2021.105366</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Shao</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Hou</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>a). <article-title>Spatiotemporal patterns and drivers of methane uptake across a climate transect in Inner Mongolian steppe</article-title>. <source>Sci. Total Environ.</source> <volume>757</volume>, <elocation-id>143768</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.scitotenv.2020.143768</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>X. J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>W. X.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>A. H.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>Z. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Enhanced nitrogen deposition over China</article-title>. <source>Nature</source> <volume>494</volume>, <fpage>459</fpage>&#x2013;<lpage>462</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature11917</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Mao</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Gilliam</surname> <given-names>F. S.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Mo</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Nitrogen deposition contributes to soil acidification in tropical ecosystems</article-title>. <source>Glob. Change Biol.</source> <volume>20</volume>, <fpage>3790</fpage>&#x2013;<lpage>3801</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/gcb.12665</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mariko</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Urano</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Asanuma</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Effects of irrigation on CO<sub>2</sub> and CH<sub>4</sub> fluxes from Mongolian steppe soil</article-title>. <source>J. Hydrol.</source> <volume>333</volume>, <fpage>118</fpage>&#x2013;<lpage>123</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jhydrol.2006.07.027</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Milich</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>The role of methane in global warming: where might mitigation strategies be focused</article-title>? <source>Glob. Environ. Change</source> <volume>9</volume>, <fpage>179</fpage>&#x2013;<lpage>201</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0959-3780(98)00037-5</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Groffman</surname> <given-names>P. M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Short-term precipitation pulses stimulate soil CO<sub>2</sub> emission but do not alter CH<sub>4</sub> and N<sub>2</sub>O fluxes in a northern hardwood forest</article-title>. <source>Soil Biol. Biochem.</source> <volume>130</volume>, <fpage>8</fpage>&#x2013;<lpage>11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2018.11.021</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Xiong</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Responses of soil respiration to rainfall pulses in a natural grassland community on the semi-arid Loess Plateau of China</article-title>. <source>Catena</source> <volume>178</volume>, <fpage>199</fpage>&#x2013;<lpage>208</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.catena.2019.03.020</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Norton</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Mosier</surname> <given-names>A. R.</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Derner</surname> <given-names>J. D.</given-names>
</name>
<name>
<surname>Ingram</surname> <given-names>L. J.</given-names>
</name>
<name>
<surname>Stahl</surname> <given-names>P. D.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Moisture pulses, trace gas emissions and soil C and N in cheatgrass and native grass-dominated sagebrush-steppe in Wyoming, USA</article-title>. <source>Soil Biol. Biochem.</source> <volume>40</volume>, <fpage>1421</fpage>&#x2013;<lpage>1431</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2007.12.021</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noy-Meir</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>1973</year>). <article-title>Desert ecosystems: environment and producers</article-title>. <source>Annu. Rev. Ecol. Evol. S.</source> <volume>4</volume>, <fpage>25</fpage>&#x2013;<lpage>51</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev.es.04.110173.000325</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petrakis</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Seyfferth</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kan</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Inamdar</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Vargas</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Influence of experimental extreme water pulses on greenhouse gas emissions from soils</article-title>. <source>Biogeochemistry</source> <volume>133</volume>, <fpage>147</fpage>&#x2013;<lpage>164</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10533-017-0320-2</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ren</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Grazing offsets the stimulating effects of nitrogen addition on soil CH<sub>4</sub> emissions in a meadow steppe in northeast China</article-title>. <source>PloS One</source> <volume>14</volume>, <elocation-id>e0225862</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0225862</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosseel</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Lavaan: An R package for structural equation modeling</article-title>. <source>J. Stat. Softw</source> <volume>48</volume>, <fpage>1</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.18637/jss.v048.i02</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rinnan</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Martikainen</surname> <given-names>P. J.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Methane oxidation in boreal forest soils: Kinetics and sensitivity to pH and ammonium</article-title>. <source>Soil Biol. Biochem.</source> <volume>36</volume>, <fpage>1037</fpage>&#x2013;<lpage>1046</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2004.01.018</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schnell</surname> <given-names>S.</given-names>
</name>
<name>
<surname>King</surname> <given-names>G. M.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Mechanistic analysis of ammonium inhibition of atmospheric methane consumption in forest soils</article-title>. <source>Appl. Environ. Microb.</source> <volume>60</volume>, <fpage>3514</fpage>&#x2013;<lpage>3521</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/aem.60.10.3514-3521.1994</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname> <given-names>Z. X.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y. L.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Response of soil respiration to short-term experimental warming and precipitation pulses over the growing season in an alpine meadow on the northern Tibet</article-title>. <source>Appl. Soil Ecol.</source> <volume>90</volume>, <fpage>35</fpage>&#x2013;<lpage>40</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.apsoil.2015.01.015</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Loik</surname> <given-names>M. E.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Heterogeneity of grassland soil respiration: Antagonistic effects of grazing and nitrogen addition</article-title>. <source>Agr. For. Meteorol.</source> <volume>268</volume>, <fpage>215</fpage>&#x2013;<lpage>223</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.agrformet.2019.01.028</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shrestha</surname> <given-names>P. M.</given-names>
</name>
<name>
<surname>Kammann</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Lenhart</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Dam</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Liesack</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Linking activity, composition and seasonal dynamics of atmospheric methane oxidizers in a meadow soil</article-title>. <source>ISME J.</source> <volume>6</volume>, <fpage>1115</fpage>&#x2013;<lpage>1126</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ismej.2011.179</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tian</surname> <given-names>D. S.</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>S. L.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A global analysis of soil acidification caused by nitrogen addition</article-title>. <source>Environ. Res. Lett.</source> <volume>10</volume>, <elocation-id>24019</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1088/1748-9326/10/2/024019</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Treseder</surname> <given-names>K. K.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Nitrogen additions and microbial biomass: a meta-analysis of ecosystem studies</article-title>. <source>Ecol. Lett.</source> <volume>11</volume>, <fpage>1111</fpage>&#x2013;<lpage>1120</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1461-0248.2008.01230.x</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Unger</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Maguas</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pereira</surname> <given-names>J. S.</given-names>
</name>
<name>
<surname>David</surname> <given-names>T. S.</given-names>
</name>
<name>
<surname>Werner</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The influence of precipitation pulses on soil respiration - assessing the &#x201c;Birch effect&#x201d; by stable carbon isotopes</article-title>. <source>Soil Biol. Biochem.</source> <volume>42</volume>, <fpage>1800</fpage>&#x2013;<lpage>1810</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2010.06.019</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vance</surname> <given-names>E. D.</given-names>
</name>
<name>
<surname>Brookes</surname> <given-names>P. C.</given-names>
</name>
<name>
<surname>Jenkinson</surname> <given-names>D. S.</given-names>
</name>
</person-group> (<year>1987</year>). <article-title>An extraction method for measuring soil microbial biomass C</article-title>. <source>Soil Biol. Biochem.</source> <volume>19</volume>, <fpage>703</fpage>&#x2013;<lpage>707</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0038-0717(87)90052-6</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Venturini</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Dias</surname> <given-names>N. M. S.</given-names>
</name>
<name>
<surname>Gontijo</surname> <given-names>J. B.</given-names>
</name>
<name>
<surname>Yoshiura</surname> <given-names>C. A.</given-names>
</name>
<name>
<surname>Paula</surname> <given-names>F. S.</given-names>
</name>
<name>
<surname>Meyer</surname> <given-names>K. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Increased soil moisture intensifies the impacts of forest-to-pasture conversion on methane emissions and methane-cycling communities in the Eastern Amazon</article-title>. <source>Environ. Res.</source> <volume>212</volume>, <elocation-id>113139</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.envres.2022.113139</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Waldo</surname> <given-names>N. B.</given-names>
</name>
<name>
<surname>Hunt</surname> <given-names>B. K.</given-names>
</name>
<name>
<surname>Fadely</surname> <given-names>E. C.</given-names>
</name>
<name>
<surname>Moran</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Neumann</surname> <given-names>R. B.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Plant root exudates increase methane emissions through direct and indirect pathways</article-title>. <source>Biogeochemistry</source> <volume>145</volume>, <fpage>213</fpage>&#x2013;<lpage>234</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10533-019-00600-6</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>b). <article-title>Soil methane uptake by grasslands and forests in China</article-title>. <source>Soil Biol. Biochem.</source> <volume>74</volume>, <fpage>70</fpage>&#x2013;<lpage>81</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2014.02.023</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>He</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Strong pulse effects of precipitation events on soil microbial respiration in temperate forests</article-title>. <source>Geoderma</source> <volume>275</volume>, <fpage>67</fpage>&#x2013;<lpage>73</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.geoderma.2016.04.016</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. B.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>D. W.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>H. H.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>X. T.</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>Y. T.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>a). <article-title>Aridity threshold in controlling ecosystem nitrogen cycling in arid and semi-arid grasslands</article-title>. <source>Nat. Commun.</source> <volume>5</volume>, <fpage>4799</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncomms5799</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>X. L.</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>G. H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Soil-atmosphere exchange of CH<sub>4</sub> in response to nitrogen addition in diverse upland and wetland ecosystems: A meta-analysis</article-title>. <source>Soil Biol. Biochem.</source> <volume>164</volume>, <elocation-id>108467</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2021.108467</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>J. Q.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H. Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Gong</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>X. X.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Responses of CH<sub>4</sub> flux and microbial diversity to changes in rainfall amount and frequencies in a wet meadow in the Tibetan Plateau</article-title>. <source>Catena</source> <volume>202</volume>, <elocation-id>105253</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.catena.2021.105253</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Response of soil CH<sub>4</sub> fluxes to stimulated nitrogen deposition in a temperate deciduous forest in northern China: A 5-year nitrogen addition experiment</article-title>. <source>Eur. J. Soil Biol.</source> <volume>82</volume>, <fpage>43</fpage>&#x2013;<lpage>49</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejsobi.2017.08.004</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yue</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Zuo</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Misselbrook</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Precipitation changes regulate the annual methane uptake in a temperate desert steppe</article-title>. <source>Sci. Total Environ.</source> <volume>804</volume>, <elocation-id>150172</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.scitotenv.2021.150172</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Methane uptake in global forest and grassland soils from 1981 to 2010</article-title>. <source>Sci. Total Environ.</source> <volume>607-608</volume>, <fpage>1163</fpage>&#x2013;<lpage>1172</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.scitotenv.2017.07.082</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>A stable CH<sub>4</sub> sink responding to extreme precipitation events in a fenced semiarid steppe</article-title>. <source>J. Soil Sediment</source> <volume>17</volume>, <fpage>2731</fpage>&#x2013;<lpage>2741</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11368-017-1798-x</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Soil microbial community composition and respiration along an experimental precipitation gradient in a semiarid steppe</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <elocation-id>24317</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep24317</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhuang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Saikawa</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Response of global soil consumption of atmospheric methane to changes in atmospheric climate and nitrogen deposition</article-title>. <source>Global Biogeochem. Cy.</source> <volume>27</volume>, <fpage>650</fpage>&#x2013;<lpage>663</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/gbc.20057</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>