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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">937257</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2022.937257</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Soil Seed Bank Characteristics of <italic>Nitraria tangutorum Nebkhas</italic> in a Desert&#x2013;Oasis Ecotone</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">Soil Seed Bank Study</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Min</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1794082/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xiao</surname>
<given-names>Huijie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/845058/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xin</surname>
<given-names>Zhiming</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xing</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Junran</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Miri</surname>
<given-names>Abbas</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Qiqi</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Soil and Water Conservation</institution>, <institution>Beijing Forestry University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Inner Mongolia Dengkou Desert Ecosystem National Observation Research Station</institution>, <institution>Experimental Center of Desert Forestry</institution>, <institution>Chinese Academy of Forestry</institution>, <addr-line>Dengkou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Geosciences</institution>, <institution>The University of Tulsa</institution>, <addr-line>Tulsa</addr-line>, <addr-line>OK</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Watershed and Range Management</institution>, <institution>Faculty of Water and Soil</institution>, <institution>University of Zabol</institution>, <addr-line>Zabol</addr-line>, <country>Iran</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Shandong Key Laboratory of Eco-Environmental Science for the Yellow River Delta</institution>, <institution>Binzhou University</institution>, <addr-line>Binzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/981676/overview">Shengbo Xie</ext-link>, Northwest Institute of Eco-Environment and Resources (CAS), China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1808035/overview">Jiabing Wu</ext-link>, University of Chinese Academy of Sciences, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1810092/overview">Zhongjie Shi</ext-link>, Chinese Academy of Forestry, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Huijie Xiao, <email>soilandwater2006@hotmail.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Drylands, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>08</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>937257</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>05</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Li, Xiao, Xin, Li, Li, Miri and Cao.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Li, Xiao, Xin, Li, Li, Miri and Cao</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>Understanding soil seed banks (SSBs) of <italic>Nitraria</italic> <italic>tangutorum</italic> nebkhas is critical for vegetation restoration and ecological management in desert&#x2013;oasis ecotones. In this study, we conducted a survey in the field and a seed germination experiment in the laboratory to investigate the characteristics of SSB in different sizes and parts of nebkhas and to examine their relationship with aboveground vegetation. The results showed that there were 17 species of plants in six families in the SSB of <italic>Nitraria tangutorum</italic> nebkhas in a desert&#x2013;oasis ecotone, dominated by Chenopodiaceae. The life forms were mainly annual herbs, accounting for 58.82%&#x2013;71.43%. The number of species in the SSB were in the order of large nebkha &#x3e; medium nebkha &#x3e; small nebkha, and there was no significant difference in SSB density. However, SSB densities in different parts of each nebkha were in the order bottom &#x3e; middle &#x3e; top. The densities were significantly different and showed a decreasing trend as soil depth increased. Most of the plant seeds were distributed in the 0&#x2013;5&#xa0;cm soil layer. The similarity coefficient between the SSB of each nebkha and the aboveground vegetation was high. From the bottom to the top, the number of common species and similarity coefficient between the aboveground vegetation and the SSB decreased, and the number of species in the SSB was greater than that of the aboveground vegetation. Vegetation plays a decisive role in the initial development of a nebkha. When the nebkha develops to a certain extent, it reacts to the vegetation, thereby intensifying the differences in the composition of vegetation species in different parts of the nebkha and further affecting the SSB.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Nitraria tangutorum</italic> nebkhas</kwd>
<kwd>soil seed bank</kwd>
<kwd>spatial distribution</kwd>
<kwd>aboveground vegetation</kwd>
<kwd>desert&#x2013;oasis ecotone</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The term soil seed bank (SSB) refers to the sum of all viable seeds present on and in the soil (<xref ref-type="bibr" rid="B34">Roberts, 1981</xref>). As a potential population, it provides provenance for plant species renewal, community succession, and dispersal processes (<xref ref-type="bibr" rid="B2">Bakker et al., 1996</xref>; <xref ref-type="bibr" rid="B56">Zhang et al., 2021b</xref>). SSBs are fundamental to the process of plant population settlement, survival, reproduction, and diffusion. They play an important role in reshaping and maintaining biodiversity and can indicate the vegetation on the ground (<xref ref-type="bibr" rid="B2">Bakker et al., 1996</xref>; <xref ref-type="bibr" rid="B32">Peterson and Baldwin, 2004</xref>; <xref ref-type="bibr" rid="B35">Schwienbacher et al., 2010</xref>; <xref ref-type="bibr" rid="B57">He et al., 2018</xref>). For this reason, analyzing the regularity and succession of vegetation growth and development in SSBs is a critical component of vegetation reconstruction and restoration studies (<xref ref-type="bibr" rid="B46">Yang et al<italic>.</italic>, 2010</xref>).</p>
<p>Nebkhas are aeolian landforms produced by sand deposited near to and obstructed by shrubs, and their development is mainly affected by plants, aeolian sand deposition, and hydrogeological conditions (<xref ref-type="bibr" rid="B19">Li and Ravi, 2018</xref>). In China, nebkhas are widely distributed in desert&#x2013;oasis ecotones, desert steppe marginal zones, interlaced agricultural&#x2013;pastoral zones, and other regions (<xref ref-type="bibr" rid="B42">Wang et al., 2006</xref>). Natural factors and human activities interfere with their formation and development to a large extent, and their appearance has a great impact on the ecological environment (<xref ref-type="bibr" rid="B40">Tengberg and Chen, 1998</xref>; <xref ref-type="bibr" rid="B18">Langford, 2000</xref>; <xref ref-type="bibr" rid="B19">Li and Ravi, 2018</xref>). A large number of <italic>Nitraria tangutorum</italic> thickets grow in the transition zone between the desert oases in the northeastern part of the Ulan Buh Desert, and nebkhas of different sizes are formed by the annual accumulation of sand. These form a natural &#x201c;sand prevention wall&#x201d; around the desert oasis, effectively preventing quicksand from invading the ecological environment of the oasis and playing a positive role in the stability of its environment (<xref ref-type="bibr" rid="B5">Dang et al., 2019</xref>). As important sand-fixing vegetation in the transition zone of desert oases, <italic>N</italic>. <italic>tangutorum</italic> shrub communities, however, have gradually declined, and some parts have even been activated and disintegrated (<xref ref-type="bibr" rid="B44">Xu et al., 2008a</xref>). This has greatly weakened the ecological function of the community, increased the vulnerability of the oasis, and jeopardized associated industrial and agricultural production of the oasis (<xref ref-type="bibr" rid="B15">Jia et al<italic>.</italic>, 2002</xref>).</p>
<p>There has been considerable research into the development and evolution of nebkhas: morphological changes, soil physicochemical properties, vegetation biomass predictions, reasons for vegetation degradation, restoration techniques, conservation measures, and wind erosion (<xref ref-type="bibr" rid="B55">Zhang et al., 2021a</xref>; <xref ref-type="bibr" rid="B1">Abdurimithi and Yusuf, 2016</xref>; <xref ref-type="bibr" rid="B6">Du et al., 2010</xref>; <xref ref-type="bibr" rid="B58">Li et al., 2010</xref>). However, a majority of these studies have ignored the ecological function of nebkhas. Additionally, studies of species composition and size, species diversity characteristics, spatial distribution characteristics, and plant succession of the underground SSB of potential plant provenance on the horizontal scale of <italic>N. tangutorum</italic> nebkhas are also limited. Here, we examined a suite of <italic>N. tangutorum</italic> nebkhas with different sizes in the field and conducted seed germination experiments in the laboratory to analyze the characteristics of SSB and their relationship with aboveground vegetation. The goal of this study is to reveal the relationship between SSBs and the establishment, evolution, and degradation of nebkhas in a desert&#x2013;oasis ecotone, which is critical for vegetation restoration and land degradation prevention in desert areas.</p>
</sec>
<sec id="s2">
<title>2 Materials and Methods</title>
<sec id="s2-1">
<title>2.1 Study Area</title>
<p>The study area was located in the northeastern part of the Ulan Buh Desert (40&#xb0;18&#x2032;&#x2013;40&#xb0;30&#x2032;, 106&#xb0;34&#x2032;&#x2013;106&#xb0;58&#x2032; E), Inner Mongolia, northern China, which is a transition zone from steppe desert to desert steppe. It has a temperate continental monsoon climate, with an annual average temperature of 7.6&#xb0;C and annual precipitation of 100&#x2013;145&#xa0;mm. About 80% of the annual precipitation occurs from July to September. Strong northwestern winds are common in spring and winter seasons. In the study area, brown calcium and gray desert soils with quicksand are common. Native vegetation in the study area is dominated by communities of <italic>N. tangutorum</italic>, which exist in the form of nebkhas. The height of nebkhas ranges from approximately 1 to 3&#xa0;m. The nebkhas are moderately dynamic and advance from west to east at a speed of 3&#x2013;5&#xa0;m every year. The nebkhas are characterized by mixed species with three to eight species per 1&#xa0;m<sup>2</sup>. The plant communities have a height of 34&#x2013;74&#xa0;cm and cover 25&#x2013;80% of the dune surface. A total of 22 species of plants were identified in the study area, belonging to six families and 18 genera. More information about vegetation species composition in the study area is listed in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Vegetation species composition in the study area.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Life form</th>
<th align="center">Species</th>
<th align="center">Genus</th>
<th align="center">Family</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="12" align="left">Annual herb</td>
<td align="left">
<italic>Bassia dasyphylla</italic>
</td>
<td align="left">
<italic>Bassia</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Salsola collina</italic>
</td>
<td align="left">
<italic>Salsola</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Agriophyllum squarrosum</italic>
</td>
<td align="left">
<italic>Agriophyllum</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Corispermum patelliforme</italic>
</td>
<td align="left">
<italic>Corispermum</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Corispermum candelabrum</italic>
</td>
<td align="left">
<italic>Corispermum</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Corispermum stauntonii</italic>
</td>
<td align="left">
<italic>Corispermum</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Corispermum declinatum</italic>
</td>
<td align="left">
<italic>Corispermum</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Halogeton glomeratus</italic>
</td>
<td align="left">
<italic>Halogeton</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Aristida adscensionis</italic>
</td>
<td align="left">
<italic>Aristida</italic>
</td>
<td align="left">Poaceae</td>
</tr>
<tr>
<td align="left">
<italic>Setaria viridis</italic>
</td>
<td align="left">
<italic>Setaria</italic>
</td>
<td align="left">Poaceae</td>
</tr>
<tr>
<td align="left">
<italic>Eragrostis pilosa</italic>
</td>
<td align="left">
<italic>Eragrostis</italic>
</td>
<td align="left">Poaceae</td>
</tr>
<tr>
<td align="left">
<italic>Echinops gmelinii</italic>
</td>
<td align="left">
<italic>Echinops</italic>
</td>
<td align="left">Compositae</td>
</tr>
<tr>
<td rowspan="5" align="left">Perennial herb</td>
<td align="left">
<italic>Psammochloa villosa</italic>
</td>
<td align="left">
<italic>Psammochloa</italic>
</td>
<td align="left">Poaceae</td>
</tr>
<tr>
<td align="left">
<italic>Pugionium cornutum</italic>
</td>
<td align="left">
<italic>Pugionium</italic>
</td>
<td align="left">Cruciferae</td>
</tr>
<tr>
<td align="left">
<italic>Scorzonera divaricata</italic>
</td>
<td align="left">
<italic>Scorzonera</italic>
</td>
<td align="left">Compositae</td>
</tr>
<tr>
<td align="left">
<italic>Inula salsoloides</italic>
</td>
<td align="left">
<italic>Inula</italic>
</td>
<td align="left">Compositae</td>
</tr>
<tr>
<td align="left">
<italic>Phragmites australis</italic>
</td>
<td align="left">
<italic>Phragmites</italic>
</td>
<td align="left">Poaceae</td>
</tr>
<tr>
<td rowspan="5" align="left">Shrub</td>
<td align="left">
<italic>Artemisia ordosica</italic>
</td>
<td align="left">
<italic>Artemisia</italic>
</td>
<td align="left">Compositae</td>
</tr>
<tr>
<td align="left">
<italic>Artemisia sphaerocephala</italic>
</td>
<td align="left">
<italic>Artemisia</italic>
</td>
<td align="left">Compositae</td>
</tr>
<tr>
<td align="left">
<italic>Nitraria tangutorum</italic>
</td>
<td align="left">
<italic>Nitraria</italic>
</td>
<td align="left">Zygophyllaceae</td>
</tr>
<tr>
<td align="left">
<italic>Haloxylon ammodendron</italic>
</td>
<td align="left">
<italic>Haloxylon</italic>
</td>
<td align="left">Chenopodiaceae</td>
</tr>
<tr>
<td align="left">
<italic>Reaumuria soongorica</italic>
</td>
<td align="left">
<italic>Reaumuria</italic>
</td>
<td align="left">Tamaricaceae</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Methods</title>
<sec id="s2-2-1">
<title>2.2.1 Experimental Setup and Vegetation Survey</title>
<p>In April 2021, a continuous distribution of <italic>N. tangutorum</italic> in the northeastern part of the Ulan Buh Desert, covering an area of 1&#xa0;km<sup>2</sup>, was selected as the experimental quadrat. We randomly surveyed 100 <italic>N. tangutorum</italic> nebkhas in the quadrat. The nebkhas selected were classified based on the height of the nebkhas into large (height &#x3e;1.5&#xa0;m), medium (1&#xa0;m &#x3c; height &#x3c;1.5&#xa0;m), and small (height &#x3c;1&#xa0;m). We also selected nine similar typical nebkhas from each of the three types for a vegetation survey and SSB sampling, which yielded a total of 27 nebkhas surveyed (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Characteristics of the nebkhas measured in this studya.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Nebkha classification</th>
<th align="center">Volume (m<sup>3</sup>)</th>
<th align="center">Height (m)</th>
<th align="center">Major axis (m)</th>
<th align="center">Minor axis (m)</th>
<th align="center">Plant height (cm)</th>
<th align="center">Number of vegetation survey samples</th>
<th align="center">Number of soil samples</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Large (n &#x3d; 9)</td>
<td align="center">1.75 (0.4)</td>
<td align="center">0.44 (0.4)</td>
<td align="center">3.35 (1.1)</td>
<td align="center">3.08 (1.1)</td>
<td align="center">50.64 (0.3)</td>
<td align="center">81</td>
<td align="center">162</td>
</tr>
<tr>
<td align="left">Medium (n &#x3d; 9)</td>
<td align="center">17.45 (0.2)</td>
<td align="center">1.18 (0.5)</td>
<td align="center">7.41 (0.8)</td>
<td align="center">5.94 (0.9)</td>
<td align="center">52.34 (0.3)</td>
<td align="center">81</td>
<td align="center">162</td>
</tr>
<tr>
<td align="left">Small (n &#x3d; 9)</td>
<td align="center">48.25 (0.3)</td>
<td align="center">1.95 (0.6)</td>
<td align="center">9.32 (1.2)</td>
<td align="center">7.95 (1.2)</td>
<td align="center">62.74 (0.4)</td>
<td align="center">45</td>
<td align="center">162</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>Values are means and standard deviations in parentheses.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The height, volume, long axis, short axis, slope, vegetation coverage, and vegetation height of these nebkhas were measured. Nine 50&#xa0;cm &#xd7; 50&#xa0;cm sampling points were set up at the bottom, middle, and top of each nebkha in the four directions (east, west, south, and north), and the composition and quantity of aboveground plant species were investigated. Among them, vegetation survey was not carried out in the middle of the small nebkha (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="table" rid="T2">Table 2</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram of sampling sites in Nitraria tangutorum nebkhas. &#x2460; West bottom, &#x2461; West middle, &#x2462; Top, &#x2463; East middle, &#x2464; East bottom, &#x2465; South middle, &#x2466; South bottom, &#x2467; North middle, &#x2468; North bottom.</p>
</caption>
<graphic xlink:href="fenvs-10-937257-g001.tif"/>
</fig>
</sec>
<sec id="s2-2-2">
<title>2.2.2 Soil Sampling and Greenhouse Experiment</title>
<p>A metal soil sampler (8&#xa0;cm in diameter) was used to collect soil samples at depths of 0&#x2013;10&#xa0;cm (divided into two layers: 0&#x2013;5&#xa0;cm, 5&#x2013;10&#xa0;cm) in the center of the bottom, middle, and top of each nebkha. A total of 486 soil samples were collected and brought to the laboratory for further analysis.</p>
<p>The seed bank density and species composition were determined by the indoor seed germination method. The germination test was carried out at the Inner Mongolia Dengkou Desert Ecosystem National Observation Research Station in May 2021. Soil samples for the seed bank determination were placed on 30&#xa0;cm &#xd7; 20&#xa0;cm sample trays at room temperature. Non-soil components were removed (e.g., residual roots and animal and plant debris), and sufficient water was added to keep the soil moisture. The types and number of seeds germinating in each soil sample were recorded daily. After the species were identified, we moved the germinated but unidentified seedlings to pots and placed them at a certain depth until they were identified and removed, as their root systems were too long to fit in the sample tray. This avoided distortion of the accuracy of the experimental results compared with the seedlings of desert vegetation. The germination culture continued for 2&#xa0;months (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
</sec>
</sec>
<sec id="s2-3">
<title>2.3 Data Analysis</title>
<p>In this study, the density of an SSB was expressed by the number of viable seeds per unit area of soil, obtained by converting the seeds in the sampling area into the number of 1&#xa0;m<sup>2</sup>. The counted plants were divided into four types: annual herbs, perennial herbs, shrubs, and trees, and the percentage of each type of species in the total number of species was calculated separately. The Margalef richness index, Simpson diversity index, Shannon&#x2013;Wiener diversity index, and Pielou evenness index were used to describe the characteristics of species diversity (<xref ref-type="bibr" rid="B16">Jia et al., 2017</xref>), and the Jaccard similarity coefficient was used to characterize the similarity of species (<xref ref-type="bibr" rid="B14">Jaccard, 1908</xref>) as follows:</p>
<p>Margalef richness index:<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="bold-italic">R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="italic">S</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mi mathvariant="italic">lnN</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Simpson diversity index:<disp-formula id="equ2">
<mml:math id="m2">
<mml:mrow>
<mml:mi mathvariant="italic">H</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="italic">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi mathvariant="italic">S</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mi mathvariant="italic">P</mml:mi>
<mml:msup>
<mml:mi mathvariant="italic">i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Shannon&#x2013;Wiener diversity index:<disp-formula id="equ3">
<mml:math id="m3">
<mml:mrow>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="italic">i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi mathvariant="italic">S</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="bold">Pi</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mi mathvariant="italic">lnPi</mml:mi>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Pielou evenness index:<disp-formula id="equ4">
<mml:math id="m4">
<mml:mrow>
<mml:mi mathvariant="italic">E</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mi mathvariant="italic">D</mml:mi>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mi mathvariant="italic">lnS</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Jaccard similarity coefficient:<disp-formula id="equ5">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">C</mml:mi>
<mml:mi mathvariant="italic">j</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi mathvariant="italic">j</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="italic">b-j</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mtext>.</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>Here, <italic>S</italic> is the total number of species in the aboveground vegetation or SSB; <italic>N</italic> is the number of plants or SSBs of the total species; <italic>Pi</italic> is the ratio of the number of SSBs or plants of the <italic>i</italic>th species to the total number of all species; <italic>a</italic> is the total number of species in SSB; <italic>b</italic> is the total number of species in aboveground vegetation; and <italic>j</italic> is the number of species common to SSB and aboveground vegetation.</p>
<p>Soil seed bank density at different locations of the nebkhas was analyzed using the one-way analysis of variance (ANOVA) with a significant level at 0.05. Finally, correlation analyses were performed to reveal the relationship between the characteristics of nebkha, plant species, and SSB.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Species Composition and Floristic Compositions of Soil Seed Banks</title>
<p>A total of 17 plant species in six families were identified through the seed germination test. Among them, the family of Chenopodiaceae comprised the largest proportion, with seven species accounting for 41.18% of the total species. There were five species in the family of Compositae, accounting for 29.14% of the total species. Species in the families of Poaceae and Cruciferae account for 11.77% and 5.88% of the total species, respectively. It should be noted that the study area is not suitable for trees. <italic>Ulmus pumila</italic> seeds are likely carried by the wind in a farm shelter 3&#xa0;km away from the study area.</p>
<p>There were 17, 16, and 12 species of plants at the bottom, middle, and top of the large nebkhas, respectively. There were 16, 16, and 13 species of plants at the bottom, middle, and top of the medium nebkhas, respectively. For small nebkhas, we found 14, 14, and 15 species of plants at the bottom, middle, and top, respectively. It was clear that the larger the nebkha, the fewer the SSB species at the top. The SSB density of companion species such as <italic>Bassia dasyphylla</italic>, <italic>Salsola collina</italic>, and <italic>Agriophyllum squarrosum</italic> was relatively large. In addition, the seeds of <italic>Halogeton glomeratus</italic>, <italic>Pugionium cornutum</italic>, <italic>Psammochloa villosa</italic>, and <italic>Scorzonera divaricata</italic> were only present at the bottom and in the middle of the nebkhas.</p>
<p>We did not find notable difference of life forms in the SSBs of different nebkhas (<xref ref-type="fig" rid="F2">Figure 2</xref>). Irrespective of the nebkha size, the proportion of annual herbs was the highest (58.82%&#x2013;71.43%), followed by shrubs (17.65%&#x2013;23.08%), perennial herbs (0%&#x2013;17.65%), and trees (0%&#x2013;5.88%). Similar to nebkhas with different sizes, SSBs in nebkhas with the same size category but different location are also dominated by annual herbs, and the proportion generally increased from the bottom to the top of the dunes, except for the small nebkhas.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Life forms of soil seed banks in Nitraria tangutorum nebkhas. <bold>(A)</bold> Comparison of life forms of soil seed banks in large, medium and small nebkha. <bold>(B&#x2013;D)</bold> Comparison of the life forms of soil seed banks at the top, middle and bottom of the large, medium and small nebkha.</p>
</caption>
<graphic xlink:href="fenvs-10-937257-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Spatial Distribution of Soil Seed Bank</title>
<sec id="s3-2-1">
<title>3.2.1 Horizontal Distribution Characteristics</title>
<p>The SSB density at the bottom of large and medium nebkha sites was higher than that at the top (<italic>p</italic> &#x3c; 0.05). The SSB density between the middle and top locations of the nebkhas was not statistically significant, regardless the size of the nebkhas. We did not observe consistent patterns of SSB density for the same relative locations of the nebkhas with various sizes (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Soil seed bank density (grain/m<sup>2</sup>) in Nitraria tangutorum nebkhas. The letters in the figure indicate significant differences (p &#x3c; 0.05). <bold>(A&#x2013;C)</bold> Comparison of soil seed bank density in different parts of the same size nebkha. <bold>(D&#x2013;F)</bold> Comparison of soil seed bank density of different nebkhas in the same place.</p>
</caption>
<graphic xlink:href="fenvs-10-937257-g003.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Vertical Distribution Characteristics</title>
<p>The number of species in the top 5&#xa0;cm of the soil profile fell in the range of 6&#x2013;14, with a general trend that bottom parts of the nebkhas have a higher number of species than those of the top ones (<xref ref-type="table" rid="T3">Table 3</xref>). A similar pattern was found for the SSB at a deeper soil profile (5&#x2013;10&#xa0;cm), with the largest number of species of 16 found at the bottom of the large nebkhas and the smallest number of species of seven found at the top of both large and small nebkhas.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Vertical distribution of soil seed banks (number of species) in Nitraria tangutorum nebkhas.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Nebkha type</th>
<th align="center">Soil depth</th>
<th align="center">Bottom</th>
<th align="center">Middle</th>
<th align="center">Top</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Large</td>
<td align="center">0&#x2013;5&#xa0;cm</td>
<td align="center">14</td>
<td align="center">14</td>
<td align="center">6</td>
</tr>
<tr>
<td align="center">5&#x2013;10&#xa0;cm</td>
<td align="center">16</td>
<td align="center">14</td>
<td align="center">7</td>
</tr>
<tr>
<td rowspan="2" align="left">Medium</td>
<td align="center">0&#x2013;5&#xa0;cm</td>
<td align="center">14</td>
<td align="center">15</td>
<td align="center">13</td>
</tr>
<tr>
<td align="center">5&#x2013;10&#xa0;cm</td>
<td align="center">12</td>
<td align="center">14</td>
<td align="center">11</td>
</tr>
<tr>
<td rowspan="2" align="left">Small</td>
<td align="center">0&#x2013;5&#xa0;cm</td>
<td align="center">13</td>
<td align="center">14</td>
<td align="center">12</td>
</tr>
<tr>
<td align="center">5&#x2013;10&#xa0;cm</td>
<td align="center">12</td>
<td align="center">11</td>
<td align="center">7</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Most plant seeds were distributed in the 0&#x2013;5&#xa0;cm soil layer (<xref ref-type="fig" rid="F4">Figure 4</xref>). The average SSB density in the 0&#x2013;5&#xa0;cm and 5&#x2013;10&#xa0;cm soil layers was medium nebkha &#x3e; large nebkha &#x3e; small nebkha, and the difference between the three types of nebkha was not significant (<italic>p</italic> &#x3e; 0.05). In the range of 0&#x2013;10&#xa0;cm soil layer, the SSB density at the bottom of large, medium, and small nebkha sites was higher than that at the top (<italic>p</italic> &#x3c; 0.05). We did not detect a consistent pattern of SSB density between the top 5&#xa0;cm and 5&#x2013;10&#xa0;cm of the soil profiles, regardless of the size of the nebkhas.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Soil seed bank density at different soil depths. The letters in the figure indicate significant differences (p &#x3c; 0.05). <bold>(A)</bold> Comparison of soil seed bank density in large, medium and small nebkha. <bold>(B&#x2013;D)</bold> Comparison of soil seed bank density at the top, middle and bottom of the large, medium and small nebkha at different soil depths.</p>
</caption>
<graphic xlink:href="fenvs-10-937257-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Relationship Between Soil Seed Bank and Aboveground Vegetation</title>
<p>The survey found 14 species of aboveground vegetation in <italic>N. tangutorum</italic> nebkhas, belonging to 5 families and 12 genera. Among them, Chenopodiaceae accounted for the largest proportion with six species, accounting for 42.86% of the total species. In addition, Compositae (four species), Poaceae (two species), Cruciferae (one species), and Tribulus (one species) accounted for 28.57%, 14.29%, 7.14%, and 7.14% of the total species, respectively. In general, SSBs in nebkhas are similar to the number of aboveground vegetation species (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Similarity of soil seed bank (SSB) and aboveground vegetation in <italic>Nitraria tangutorum</italic> nebkhas.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Nebkhas type</th>
<th align="center">Number of aboveground vegetation species</th>
<th align="center">Number of SSB species</th>
<th align="center">Commonly owned species</th>
<th align="center">Jaccard similarity coefficient</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Large</td>
<td align="center">s</td>
<td align="center">17</td>
<td align="center">14</td>
<td align="center">0.82</td>
</tr>
<tr>
<td align="left">Medium</td>
<td align="center">9</td>
<td align="center">16</td>
<td align="center">9</td>
<td align="center">0.56</td>
</tr>
<tr>
<td align="left">Small</td>
<td align="center">9</td>
<td align="center">15</td>
<td align="center">8</td>
<td align="center">0.50</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The vegetation survey also showed that at the bottom of the nebkhas, the number of aboveground vegetation species is the highest, followed by middle and then top, regardless of the size of the nebkhas (<xref ref-type="table" rid="T5">Table 5</xref>). A similar pattern was found for the commonly owned species at different locations of the nebkhas. Overall, we found some strong similarities for the bottom of the nebkhas for all the nebkhas we measured.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Similarity between soil seed bank (SSB) and aboveground vegetation in different parts of nebkhas.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Nebkha type</th>
<th align="center">Position</th>
<th align="center">Number of aboveground vegetation species</th>
<th align="center">Number of SSB species</th>
<th align="center">Commonly owned species</th>
<th align="center">Jaccard similarity coefficient</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">large</td>
<td align="left">Bottom</td>
<td align="center">14</td>
<td align="center">16</td>
<td align="center">13</td>
<td align="center">0.88</td>
</tr>
<tr>
<td align="left">Middle</td>
<td align="center">11</td>
<td align="center">17</td>
<td align="center">11</td>
<td align="center">0.65</td>
</tr>
<tr>
<td align="left">Top</td>
<td align="center">5</td>
<td align="center">12</td>
<td align="center">5</td>
<td align="center">0.42</td>
</tr>
<tr>
<td rowspan="3" align="left">Medium</td>
<td align="left">Bottom</td>
<td align="center">12</td>
<td align="center">16</td>
<td align="center">12</td>
<td align="center">0.75</td>
</tr>
<tr>
<td align="left">Middle</td>
<td align="center">9</td>
<td align="center">16</td>
<td align="center">8</td>
<td align="center">0.47</td>
</tr>
<tr>
<td align="left">Top</td>
<td align="center">3</td>
<td align="center">13</td>
<td align="center">3</td>
<td align="center">0.23</td>
</tr>
<tr>
<td rowspan="2" align="left">Small</td>
<td align="left">Bottom</td>
<td align="center">9</td>
<td align="center">14</td>
<td align="center">8</td>
<td align="center">0.53</td>
</tr>
<tr>
<td align="left">Top</td>
<td align="center">7</td>
<td align="center">15</td>
<td align="center">8</td>
<td align="center">0.57</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In all parts of the nebkhas, the number of species in the SSB was more than that of the aboveground vegetation. <italic>N. tangutorum</italic>, <italic>Bassia dasyphylla</italic>, and <italic>Salsola collina</italic> appeared both on the ground and in the soil. Some species appeared only in the SSB and did not appear in the aboveground vegetation, such as <italic>Corispermum patelliforme</italic>, <italic>C. candelabrum</italic>, <italic>C. stauntonii</italic>, <italic>Aristida adscensionis</italic>, <italic>Pugionium cornutum</italic>, <italic>Psammochloa villosa</italic>, <italic>Scorzonera divaricate</italic>, and <italic>Artemisia ordosica</italic> (<xref ref-type="table" rid="T5">Table 5</xref>). The Jaccard similarity coefficients between the SSB and the aboveground vegetation species of different types of nebkha were 0.82 (large nebkha) &#x3e; 0.56 (medium nebkha) &#x3e; 0.50 (small nebkha) (<xref ref-type="table" rid="T4">Table 4</xref>). In addition, the difference of the Jaccard similarity coefficient between different parts of large nebkha and medium nebkha was obvious (range: 0.23&#x2013;0.52), while the difference between the top and bottom of small nebkha was only 0.038. From the bottom to the top of the nebkhas, the number of common species and similarity between the aboveground vegetation and the SSB showed a decreasing trend (<xref ref-type="table" rid="T5">Table 5</xref>).</p>
</sec>
<sec id="s3-4">
<title>3.4 Influence of Morphological Characteristics of <italic>N. tangutorum</italic> Nebkhas on Vegetation and Soil Seed Bank</title>
<p>This study used the Pearson method to analyze the morphological parameters, vegetation, and SSB parameters of 27 <italic>N. tangutorum</italic> nebkhas (<xref ref-type="table" rid="T6">Table 6</xref>). There were significant differences in the volume, height, long axis, and short axis of different nebkhas (<italic>p</italic> &#x3c; 0.05). There were different degrees of correlation between the morphological parameters of <italic>N. tangutorum</italic> nebkhas and vegetation parameters. The species number in the SSB at the top of the nebkhas was significantly negatively correlated with the volume, height, long axis, short axis, and slope of the nebkhas (<italic>p</italic> &#x3c; 0.01). There was a significant positive correlation between the vegetation coverage of a nebkha and its volume, long-axis slope, and short-axis slope (<italic>p</italic> &#x3c; 0.05). The number of vegetation species of a nebkha had a strong and significant positive correlation with the nebkha volume, height, long axis, short axis, long-axis slope, and plant height (<italic>p</italic> &#x3c; 0.05). It was shown that the morphological parameters of <italic>N. tangutorum</italic> nebkhas affected the plant height, the number of species in the nebkha vegetation, and the number of species in the SSB at the top of a nebkha. Vegetation plays a decisive role in the initial development of a nebkha. When the nebkha develops to a certain extent, it will react to the vegetation, thereby intensifying the differences in the composition of vegetation species in its different parts and further affecting the SSB.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Correlation analysis of nebkha, vegetation, and soil seed bank (SSB) parameters in <italic>Nitraria tangutorum</italic> nebkhas.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Volume</th>
<th align="center">Height</th>
<th align="center">Major axis</th>
<th align="center">Minor axis</th>
<th align="center">Horizontal scale</th>
<th align="center">Long-axis slope</th>
<th align="center">Short-axis slope</th>
<th align="center">Vegetation cover</th>
<th align="center">Plant height</th>
<th align="center">Species number of sandpile</th>
<th align="center">Species number of SSB</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Height</td>
<td align="center">0.77&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Long axis</td>
<td align="center">0.65&#x2a;&#x2a;</td>
<td align="center">0.86&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Stub axle</td>
<td align="center">0.65&#x2a;&#x2a;</td>
<td align="center">0.90&#x2a;&#x2a;</td>
<td align="center">0.95&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Horizontal scale</td>
<td align="center">0.66&#x2a;&#x2a;</td>
<td align="center">0.89&#x2a;&#x2a;</td>
<td align="center">0.99&#x2a;&#x2a;</td>
<td align="center">0.98&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Long-axis slope</td>
<td align="center">0.59&#x2a;&#x2a;</td>
<td align="center">0.80&#x2a;&#x2a;</td>
<td align="center">0.42&#x2a;</td>
<td align="center">0.52&#x2a;&#x2a;</td>
<td align="center">0.47&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Short-axis slope</td>
<td align="center">0.62&#x2a;&#x2a;</td>
<td align="center">0.77&#x2a;&#x2a;</td>
<td align="center">0.51&#x2a;&#x2a;</td>
<td align="center">0.47&#x2a;</td>
<td align="center">0.50&#x2a;&#x2a;</td>
<td align="center">0.89&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Vegetation cover</td>
<td align="center">0.42&#x2a;</td>
<td align="center">0.22</td>
<td align="center">&#x2212;0.10</td>
<td align="center">&#x2212;0.09</td>
<td align="center">&#x2212;0.10</td>
<td align="center">0.47&#x2a;</td>
<td align="center">0.51&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Plant height</td>
<td align="center">0.44&#x2a;</td>
<td align="center">0.54&#x2a;&#x2a;</td>
<td align="center">0.49&#x2a;&#x2a;</td>
<td align="center">0.63&#x2a;&#x2a;</td>
<td align="center">0.57&#x2a;&#x2a;</td>
<td align="center">0.31</td>
<td align="center">0.17</td>
<td align="center">&#x2212;0.04</td>
<td align="center">1</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Species number of sandpile</td>
<td align="center">0.44&#x2a;</td>
<td align="center">0.60&#x2a;&#x2a;</td>
<td align="center">0.58&#x2a;&#x2a;</td>
<td align="center">0.65&#x2a;&#x2a;</td>
<td align="center">0.62&#x2a;&#x2a;</td>
<td align="center">0.40&#x2a;</td>
<td align="center">0.30</td>
<td align="center">&#x2212;0.11</td>
<td align="center">0.54&#x2a;&#x2a;</td>
<td align="center">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Species number of SSB</td>
<td align="center">0.20</td>
<td align="center">0.30</td>
<td align="center">0.35</td>
<td align="center">0.32</td>
<td align="center">0.34</td>
<td align="center">0.25</td>
<td align="center">0.30</td>
<td align="center">0.21</td>
<td align="center">0.14</td>
<td align="center">0.14</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Species number of SSB at the top of nebkhas</td>
<td align="center">&#x2212;0.60&#x2a;&#x2a;</td>
<td align="center">&#x2212;0.66&#x2a;&#x2a;</td>
<td align="center">&#x2212;0.50&#x2a;&#x2a;</td>
<td align="center">&#x2212;0.57&#x2a;&#x2a;</td>
<td align="center">&#x2212;0.54&#x2a;&#x2a;</td>
<td align="center">&#x2212;0.57&#x2a;&#x2a;</td>
<td align="center">-0.49&#x2a;</td>
<td align="center">&#x2212;0.19</td>
<td align="center">&#x2212;0.34</td>
<td align="center">&#x2212;0.36</td>
<td align="center">&#x2212;0.39&#x2a;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;&#x2a; indicates a significant correlation at the 0.01 level and &#x2a; indicates a significant correlation at the 0.05 level.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>We found that annual herbaceous plants, primarily <italic>Bassia dasyphylla</italic>, <italic>Salsola collina</italic>, <italic>Agriophyllum squarrosum</italic>, and <italic>Aristida adscensionis</italic>, accounted for the largest proportion of species on nebkhas in a desert&#x2013;oasis ecotone in northwestern China. This finding was consistent with the studies of SSBs in the Alxa Desert region (<xref ref-type="bibr" rid="B52">Zeng et al., 2003</xref>), the central desert of the Hexi Corridor (<xref ref-type="bibr" rid="B24">Lu et al., 2019</xref>), and the Gurbantunggut Desert (<xref ref-type="bibr" rid="B53">Zhang and Li, 2018</xref>), which also reported that the species life forms were mainly annual herbs. This is not surprising as annuals have strong drought tolerance and larger niche breadth (<xref ref-type="bibr" rid="B16">Jia et al., 2017</xref>). Additionally, the rainfall in our study area was low and mostly concentrated in July&#x2013;September, allowing most annual herbs to complete their entire life cycle during this period and to produce a large number of seeds.</p>
<p>In this study, the SSB density is relatively high and is consistent with studies conducted in a South American warm desert (<xref ref-type="bibr" rid="B59">Luis et al., 1998</xref>) and a desert&#x2013;oasis marginal zone in middle reaches of Heihe River, China (<xref ref-type="bibr" rid="B20">Li and Fang, 2008</xref>). The density of SSB plants is different from the SSB density observed in other arid and extremely arid deserts (<xref ref-type="bibr" rid="B50">Yu et al., 2015</xref>; <xref ref-type="bibr" rid="B53">Zhang and Li, 2018</xref>; <xref ref-type="bibr" rid="B10">Hadinezhad, et al., 2021</xref>). This difference may be caused by the fact that nebkhas, with various shrub species, increase buried seeds in soil by directly trapping seeds or by indirect mechanisms through an intermediary animal or plant species (<xref ref-type="bibr" rid="B8">Giladi et al., 2013</xref>). More importantly, abiotic factors such as wind regime, landform, and soil condition also affected SSB density (<xref ref-type="bibr" rid="B3">Chambers and MacMahon, 1994</xref>). There were also significant differences in the spatial distribution patterns of SSB in different nebkha sites because of the strong habitat heterogeneity in the study area. Previous studies have shown that at the bottom of nebkhas, the light intensity is relatively weak, the soil water storage capacity is relatively strong, and thus soil moisture and nutrient conditions are better, which favor seed germination, survival, and establishment of plants (<xref ref-type="bibr" rid="B45">Xu et al., 2008b</xref>; <xref ref-type="bibr" rid="B22">Liu et al., 2011</xref>; <xref ref-type="bibr" rid="B41">Wang, 2021</xref>). However, compared with the middle and bottom of nebkhas, the light intensity is higher at the top, and the plants cannot obtain the soil moisture and nutrients needed for their growth, so there are relatively few species. Likewise, in the southern margin of the Gurbantunggut Desert, the density of each dune slope was found to decrease in sequence at the bottom, lower middle, upper middle, and top (<xref ref-type="bibr" rid="B16">Jia et al., 2017</xref>). Plant seeds generally fall on the soil surface or enter the surface layer after they mature, and only a small proportion enter deeper soil layers as a result of wind erosion and sand burial (<xref ref-type="bibr" rid="B47">Yang et al<italic>.</italic>, 2016</xref>; <xref ref-type="bibr" rid="B23">Liu et al<italic>.</italic>, 2021</xref>).</p>
<p>The study area is located in a windy desert area, and a majority of the windy conditions occur in spring (<xref ref-type="bibr" rid="B4">Cui et al<italic>.</italic>, 2010</xref>; <xref ref-type="bibr" rid="B7">Gao et al<italic>.</italic>, 2014</xref>). When the wind passes through the nebkhas, areas of low wind speed form in the lower-middle parts of the nebkhas because of the influence of the shrubs on the wind&#x2013;sand flow. When the wind speed decreases, the ability of the wind&#x2013;sand flow to carry seeds decreases, so that more seeds will accumulate in the lower-middle parts (<xref ref-type="bibr" rid="B33">Qian et al<italic>.</italic>, 2016</xref>; <xref ref-type="bibr" rid="B28">Ma et al., 2021</xref>). Consequently, at the bottom of nebkhas, the SSB density in the surface layer is relatively high. Due to the fluctuation of nebkha height, soil moisture, light radiation, soil nutrients, and sand buried by wind erosion would change slightly in small local areas (<xref ref-type="bibr" rid="B17">Jia et al<italic>.</italic>, 2021</xref>); at the bottom of nebkhas, wind erosion was not too severe. More plant litter accumulates, which reduces the loss of soil water and nutrients (<xref ref-type="bibr" rid="B36">Shao et al<italic>.</italic>, 2001</xref>; <xref ref-type="bibr" rid="B9">Haas, 2004</xref>), and the increase in soil fertility improves vegetation growth, resulting in an increase in the number of species in aboveground vegetation (<xref ref-type="bibr" rid="B54">Zhang et al., 2006</xref>; <xref ref-type="bibr" rid="B10">Hadinezhad et al<italic>.</italic>, 2021</xref>).</p>
<p>Previous studies have shown that in desert regions, more than one-half of all species were found in SSB as well as in the aboveground vegetation (<xref ref-type="bibr" rid="B27">Ma, et al., 2015</xref>; <xref ref-type="bibr" rid="B39">Teng et al<italic>.</italic>, 2020</xref>; <xref ref-type="bibr" rid="B26">Lv et al., 2021</xref>). In this study, 14 species appeared both in the aboveground vegetation and in the SSB, three species appeared only in the SSB, and no species appeared only in the aboveground vegetation. These observations were similar to those reported in a previous study (<xref ref-type="bibr" rid="B39">Teng et al., 2020</xref>). The main reason for this was that the study area was located in the transition zone of desert and oasis and there were few plant species, which increased the probability of the same species appearing both in SSB and in aboveground vegetation in the different parts of the nebkhas. <italic>Bassia dasyphylla</italic>, <italic>Salsola collina</italic>, and <italic>N. tangutorum</italic> appeared in the aboveground vegetation and SSB. Thus, <italic>B. dasyphylla</italic> and <italic>S. collina</italic> could be the dominant species on nebkhas because their reproductive ability was very strong. In addition to seed germination, the main propagation method of <italic>N. tangutorum</italic>, as a constructive species in this area, is to bury its own branches by intercepting sand by itself and carrying out clonal propagation with branches or root tillers under suitable water and heat conditions.</p>
<p>The succession process of <italic>N. tangutorum</italic> nebkhas is strongly related to the process of plant growth, development, and change. With sufficient sand supply under the same wind conditions, vegetation with different ecological characteristics creates different wind speed and wind flow fields, thus developing different forms of nebkha (<xref ref-type="bibr" rid="B48">Yin et al<italic>.</italic>, 2017</xref>). Plant morphology, quantity, structure, and litter affect the development of nebkhas through their impact on the environment and ability to block sandstorms (<xref ref-type="bibr" rid="B30">Miao et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Han et al<italic>.</italic>, 2021</xref>). Some studies have found that the changes in nebkha morphology are determined by the coverage, distribution, abundance, and height of plants (<xref ref-type="bibr" rid="B13">Hesp and McLachlan, 2000</xref>; <xref ref-type="bibr" rid="B12">Hesp, 2002</xref>). A study of nebkha morphology in Ulan Buh Desert by <xref ref-type="bibr" rid="B60">Gao et al. (2015)</xref> found that crown size and plant height affected the development of nebkhas. The nebkha slope may also affect the distribution of nebkha SSB. Seeds on a steep slope are more likely to slide to the bottom of the slope under the action of wind and rainfall (<xref ref-type="bibr" rid="B31">Pa et al<italic>.</italic>, 2016</xref>; <xref ref-type="bibr" rid="B21">Li et al., 2018</xref>). Our results showed that the morphological characteristics of <italic>N. tangutorum</italic> nebkhas can affect the number of aboveground vegetation and SSB species and the vegetation height. During the development of <italic>N. tangutorum</italic> nebkhas, the growth and development of vegetation can inversely affect nebkha morphology. This reflects the decisive role that vegetation plays in the initial development of nebkhas. When they develop to a certain extent they react to the vegetation, thus intensifying the difference in the vegetation species composition in different parts of the nebkhas and further affecting the SSB.</p>
</sec>
<sec id="s5">
<title>5 Conclusion</title>
<p>We recorded 17 species of plants in six families in the SSB of <italic>N. tangutorum</italic> nebkhas in a desert&#x2013;oasis ecotone, dominated by Chenopodiaceae. The life forms were mainly annual herbs, accounting for 58.82%&#x2013;71.43%. The number of species in the SSB followed the sequence large nebkha &#x3e; medium nebkha &#x3e; small nebkha, and there was no significant difference in SSB density. However, the SSB densities in different parts of each nebkha were in the sequence bottom &#x3e; middle &#x3e; top. The SSB densities were significantly different and showed a decreasing trend with the increase in soil depth. In the range of 0&#x2013;10&#xa0;cm soil layer, most of the plant seeds were distributed in the 0&#x2013;5&#xa0;cm layer, which decreased with the increase of soil depth. The similarity coefficient between the SSB of each nebkha and the aboveground vegetation was high. From the bottom to the top, the number of common species and similarity coefficient between the aboveground vegetation and the SSB decreased, and the number of species in the SSB was more than that of the aboveground vegetation. Vegetation plays a decisive role in the initial development of a nebkha. When a nebkha develops to a certain extent, it reacts to the vegetation, thereby intensifying the differences in the composition of vegetation species in its different parts and further affecting the SSB.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>ML, HX, and ZX contributed to conception and design of the study. ML wrote the original draft. HX wrote sections of the manuscript. ML, HX, JL, AM, XL, and QC contributed to the revision of the manuscript. All authors contributed to manuscript revision and read and approved the submitted version.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This study was funded by the Project of Intergovernmental International Cooperation in Science and Technology Innovation (No. 2019YFE0116500).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>We are grateful for the support from the Inner Mongolia Dengkou Desert Ecosystem National Observation Research Station, Dengkou, China. We also thank the journal editors and reviewers for their comments and efforts on this article.</p>
</ack>
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