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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.2025.1505526</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>Coupling relationships between vegetation and soil in different vegetation types in the Ulan Buh Desert and the Kubuqi Desert</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Gaoling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Huo</surname>
<given-names>Jianqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Rui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2700981"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Gong</surname>
<given-names>Xiangwen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Nan</surname>
<given-names>Yicong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Lian</surname>
<given-names>Yuchao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Zhishan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands/Shapotou Desert Research and Experiment Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences</institution>, <addr-line>Lanzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jianping Li, Ningxia University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Furong Niu, University of Arizona, United States</p>
<p>Yongle Chen, Lanzhou University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhishan Zhang, <email xlink:href="mailto:zszhang@lzb.ac.cn">zszhang@lzb.ac.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1505526</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Han, Huo, Hu, Gong, Nan, Lian and Zhang</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Han, Huo, Hu, Gong, Nan, Lian and Zhang</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>
<sec>
<title>Introduction</title>
<p>Desertification is a globally recognized ecological issue that poses severe threats to the environment, economic and social systems. Revegetation is the primary means to combat desertification, yet the effectiveness of revegetation practices requires reasonable quantification.</p>
</sec>
<sec>
<title>Methods</title>
<p>To identify appropriate planting patterns for revegetation in different deserts and provide a basis for vegetation reconstruction in deserts, we conducted a comprehensive survey in the Ulan Buh Desert and the Kubuqi Desert of the Northern China. Data on vegetation and soil were collected from 54 representative sites, covering both natural and revegetation communities.</p>
</sec>
<sec>
<title>Results</title>
<p>The findings revealed that the diversity of herbaceous and woody species, and soil nutrient content increased after revegetation, in comparison to adjacent moving sand dunes. Additionally, the species diversity and soil conditions in revegetation areas, gradually approached those of natural vegetation communities, indicating a succession towards a state resembling natural conditions. Variations in the coupling of vegetation-soil systems were observed among different community types in both deserts. Notably, the communities dominated by <italic>Caragana korshinskii</italic> and <italic>Artemisia ordosica</italic> exhibited the strongest coupling in the vegetation-soil system, driven primarily by soil water and nutrients, as well as vegetation growth.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Evaluation of vegetation-soil system coupling effect was used to evaluate the effectiveness of vegetation restoration and species selection in the wo deserts, which can serve as a reference for vegetation reconstruction and ecological restoration in desert areas.</p>
</sec>
</abstract>
<kwd-group>
<kwd>revegetation</kwd>
<kwd>natural vegetation</kwd>
<kwd>vegetation-soil system</kwd>
<kwd>coupling coordination</kwd>
<kwd>revegetation construction</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="7"/>
<ref-count count="93"/>
<page-count count="12"/>
<word-count count="5563"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Functional Plant Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Desertification is an increasingly severe ecological problem worldwide due to climate change, soil erosion, natural disasters, and unreasonable human activities (<xref ref-type="bibr" rid="B7">Cao et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B77">Yang and Wu, 2010</xref>; <xref ref-type="bibr" rid="B52">Odjugo and Isi, 2003</xref>; <xref ref-type="bibr" rid="B32">Kar, 2018</xref>; <xref ref-type="bibr" rid="B47">Meng et&#xa0;al., 2021</xref>). The vegetation-soil system is a dynamic equilibrium ecosystem based on the reciprocal effects of vegetation, soil, and the complex biogeochemical process (<xref ref-type="bibr" rid="B78">Zeng et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B10">Chi et&#xa0;al., 2022</xref>). Vegetation-soil system coupling refers to the interactive and interdependent relationship between vegetation and soil (<xref ref-type="bibr" rid="B69">Wang et&#xa0;al., 2021</xref>). This coupling is fundamental to the functions and services of ecosystems and is of great significance for the study of ecological restoration (<xref ref-type="bibr" rid="B43">Ma et&#xa0;al., 2023</xref>). Desertification not only causes the vegetation destruction and soil degradation, but also weakens the coupling effects between vegetation-soil systems (<xref ref-type="bibr" rid="B21">Fu et&#xa0;al., 2011</xref>). China is also influenced by desertification, which exerts significant impacts on ecological, economic, and social systems (<xref ref-type="bibr" rid="B71">Wang et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B4">Bao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B80">Zhang and Huisingh, 2018</xref>). To combat desertification, China has initiated a series of key ecological projects (<xref ref-type="bibr" rid="B26">He et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B29">Hu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B79">Zhai et&#xa0;al., 2023</xref>). Numerous studies have focused on the ecological effects of these projects and paid excessive attention to the impacts of isolated indicators like vegetation characteristics, while overlooking a comprehensive assessment that includes the ecosystem health, biodiversity, and soil quality (<xref ref-type="bibr" rid="B84">Zhang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B15">Dou et&#xa0;al., 2024</xref>).</p>
<p>In desert ecosystems, vegetation restoration plays a significant role in reducing wind erosion and stabilizing the mobility of sandy soils. Consequently, selecting appropriate plant species is crucial during the process of vegetation restoration (<xref ref-type="bibr" rid="B84">Zhang et&#xa0;al., 2016</xref>). In order to scientifically quantify the effectiveness of revegetation, it is necessary to set the adjacent natural communities and highly degraded moving sand dunes as control. The purpose of this approach is to assess the ecological restoration effectiveness of revegetation on the structure of vegetation and soil properties (<xref ref-type="bibr" rid="B36">Li et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B89">Zhou et&#xa0;al., 2023</xref>). Building on this foundation, the present study will conduct a scientific quantitative analysis of the ecological restoration effects of vegetation restoration in improving vegetation coverage and soil properties, using adjacent natural plant communities and highly degraded moving sand dunes as controls.</p>
<p>The common method assessing the effects of revegetation is to compare changes in vegetation cover, species diversity, soil properties after revegetation (<xref ref-type="bibr" rid="B11">Courtney et&#xa0;al., 2009</xref>). But rarely consider the coupling effects between them (<xref ref-type="bibr" rid="B86">Zhao et&#xa0;al., 2022</xref>). The traditional methods tend to consider vegetation and soil properties separately (<xref ref-type="bibr" rid="B55">Pan et&#xa0;al., 2019</xref>), but rarely consider the coupling effects between them (<xref ref-type="bibr" rid="B86">Zhao et&#xa0;al., 2022</xref>). Separate analysis of vegetation and soil considers their respective characteristics and changes individually, whereas vegetation-soil system coupling analysis takes into account the interactions between the two subsystems, enabling more accurate predictions of the ecosystem&#x2019;s response to environmental changes. The vegetation-soil system coupling evaluates the restoration status of both vegetation and soil (<xref ref-type="bibr" rid="B37">Li et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#xa0;al., 2013</xref>). Likewise, vegetation-soil coupling models offer theoretical foundations for ecological restoration (<xref ref-type="bibr" rid="B17">Du et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B69">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B60">Puyang et&#xa0;al., 2021</xref>). Therefore, understanding evaluation of vegetation-soil system coupling effect in desert ecosystems provides scientific evidences for species selection and configuration, and further ensures the sustainability of ecological restoration.</p>
<p>This study selected the Wulan Buhe Desert and the Kubuqi Desert as the research areas, with survey points chosen based on the different vegetation types in the two deserts. These two deserts exhibit significant spatiotemporal heterogeneity in terms of geographical location, climatic conditions, dune morphology, vegetation coverage, and the impacts of human activities (<xref ref-type="bibr" rid="B91">Zhu et&#xa0;al., 2025</xref>). Additionally, different regions of the two deserts are characterized by various types of vegetation restoration. Therefore, different vegetation restoration models should be adopted for revegetation construction and ecological restoration in these two deserts. Effect value is used to quantify the magnitude of the effect of an experiment or intervention, describing the average difference between two or more groups on a specific variable. In this study, we compared the effect values of revegetation with natural vegetation and moving sand dunes in the Ulan Buh Desert and Kubuqi Desert to investigate the influence of revegetation on species diversity and soil nutrient content. Furthermore, we conducted an investigation into the vegetation and soil characteristics of different vegetation types in the two deserts and explored appropriate strategies for vegetation restoration, with the aim of determining the most suitable replanting patterns for these two deserts. To achieve these objectives, we posited the following hypotheses: 1) Compared to the adjacent moving sand dunes, revegetation would improve the plant and soil conditions, which were similar to the adjacent natural vegetation community. 2) Different community types will exhibit varying degrees of vegetation-soil system coupling, and the extent of recovery of vegetation and soil will differ following the planting of different revegetation types.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>The study area</title>
<p>The study area is located at the critical area for mitigating desertification in the Ulan Buh Desert and Kubuqi Deserts. The Ulan Buh Desert is located in the middle reaches of the Yellow River and belongs to a transitional zone from warm-temperate semi-arid to arid climate (<xref ref-type="bibr" rid="B36">Li et&#xa0;al., 2018</xref>). The annual average precipitation is about 140 mm, and the annual average evaporation ranges from 2110 to 2995 mm (<xref ref-type="bibr" rid="B41">Li et&#xa0;al., 2024</xref>). The predominant soil type is aeolian sand (<xref ref-type="bibr" rid="B66">Tian et&#xa0;al., 2019</xref>), and the vegetation is dominated by xerophytic herbaceous plants and shrubs. The Kubuqi Desert is located at the northern edge of the Ordos Plateau, falling within the temperate arid and semi-arid regions. The annual precipitation is about 249 mm, and the annual average evaporation ranges from 2100 to 2700 mm (<xref ref-type="bibr" rid="B76">Yang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2022</xref>). The predominant soil types are aeolian sand and gravelly sand (<xref ref-type="bibr" rid="B14">Dong et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B65">Sun et al., 2023</xref>), and the vegetation consists of steppe-like desert vegetation dominated by perennial grasses and small shrubs (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Location of the study area and distribution of the sampling points. <bold>(a)</bold> Distribution of sampling points in the Ulan Buh Desert and Kubuqi Deserts <bold>(b)</bold> Location of research areas on the map of China.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1505526-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Vegetation survey, soil samples collection and measurement</title>
<p>We collected data from 24 survey plots in the Ulan Buh Desert and from 30 survey plots in the Kubuqi Desert from July and August in 2022 and 2023 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). In the Ulan Buh Desert, the main survey line was established along the east-west sand-crossing highway from Jilantai to Wuhai, where ten survey points were set up. An additional line extended from Jilantai through Dengkou to Wuhai, with fourteen survey points established along this route. In the Kubuqi Desert, the main survey line was laid out along the east-west direction of the Expressway, with branch lines set up in the north-south direction. The north-south branch line was divided into three regions: east, middle, and west, with 11, 7, and 12 survey points, respectively. At each survey point, we established a transect line of 100 to 200 meters. In each survey site, a nested design was implemented along the transect line, consisting of three 10 m &#xd7; 10 m quadrats for moving sand dunes, six for revegetation, and three for natural woody vegetation. Within each of these larger woody vegetation quadrats, a smaller 0.5 m &#xd7; 0.5 m quadrat was nested for the purpose of studying herbaceous vegetation. When survey points were distant from moving sand dunes or lacked revegetation, only natural vegetation plots were established. In the Ulan Buh Desert, a total of 99 quadrats were established (N=33 for revegetation, 57 for natural vegetation, and nine in moving sand dunes), and in the the Kubuqi Desert, a total of 185 quadrats were established (98 for revegetation, 60 for natural vegetation, and 27 in moving sand dunes) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>).</p>
<p>In each woody vegetation quadrat, we recorded the species, density and cover of woody plants, as well as the planting methods, row spacing (to evaluate the initial density of revegetation), and types of revegetation. In each herbaceous quadrat, we counted the number of species and estimated the vegetation cover. The above-ground biomass was collected using envelops in each herbaceous quadrat, and then was dried at 80&#xb0;C in the laboratory for 48 hours, finally was weighed. The above-ground biomass was collected using envelops in each herbaceous quadrat, and then was dried at 80&#xb0;C in the laboratory for 48 hours, finally was weighed. For both woody and herbaceous quadrats, we measured species richness (R) and calculated the Shannon-Wiener index (H&#x2019;) and Simpson index (D) (<xref ref-type="bibr" rid="B72">Whittaker, 1972</xref>; <xref ref-type="bibr" rid="B44">Magurran and McGill, 2010</xref>; <xref ref-type="bibr" rid="B67">Tuomisto, 2010</xref>).</p>
<p>We collected latitude, longitude and altitude data of each sample plot using a GPS device. Meteorological data for the local area was obtained from the spatial interpolation dataset of China&#x2019;s average meteorological elements using ArcGIS Desktop 10.8 software, based on the latitude and longitude of the sample plots (Spatial Interpolation Dataset of Average Conditions of Chinese Meteorological Elements: <ext-link ext-link-type="uri" xlink:href="https://www.resdc.cn/DOI/DOI.aspx?DOIID=39">https://www.resdc.cn/DOI/DOI.aspx?DOIID=39</ext-link>). The acquired meteorological data mainly includes annual evaporation, annual average ground temperature, annual precipitation, annual average atmospheric pressure, annual average relative humidity, annual sunshine hours, annual average temperature, and annual average wind speed. We collected soil samples at nine depths (0, 0.1, 0.2, 0.4, 0.6, 0.8, 1.0, 1.2, 1.5 m) in the center of each woody quadrat. We placed the fresh soil into sealed bags and weighed them <italic>in situ</italic>. The soil samples were dried at 105&#xb0;C for 24 hours and were weighed to get their dry weight in the laboratory. The gravimetric soil water content at different soil depths could be calculated. We collected surface (0-5 cm) soil samples using a 1&#xd7;10<sup>-4</sup> m<sup>3</sup> core in each quadrat and measured soil bulk density in the laboratory. To measure soil saturated water content, we soaked the soil samples in water for 24 hours and then weighed them before and after drying at 105&#xb0;C for 24 hours. We collected soil samples from 0-20 cm using a 1&#xd7;10<sup>-4</sup> m<sup>3</sup> cutting ring and then divided them into two parts after air-drying. One part was passed through a 2 mm mesh sieve for measuring soil mechanical composition using the wet sieve and pipette method. The other part was passed through a 1 mm sieve to measure soil organic carbon, total carbon, total nitrogen, total phosphorus content, pH and conductivity. We tested the pH of a solution with a soil to water ratio of 1: 2.5 (g/ml) using a pH meter, and measured the electric conductivity of a solution with a soil to water ratio of 1:5 (g/ml) using a conductivity meter. Total carbon, total nitrogen, and total phosphorus contents were measured using an external heating-potassium dichromate method, a semi-micro Kjeldahl method, a sodium hydroxide melting-molybdenum antimony anti-colorimetric method, respectively (<xref ref-type="bibr" rid="B54">Pal, 2013</xref>; <xref ref-type="bibr" rid="B25">Haluschak, 2006</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data analysis</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Comparison of vegetation and soil characteristics</title>
<p>We calculated effect values (Ln RR) of vegetation and soil indicators (ratios of indicators in revegetation to those in natural vegetation, and ratios of indicators in revegetation to those in moving sand dunes) as follows (<xref ref-type="disp-formula" rid="eq1">Equation 1</xref>; <xref ref-type="bibr" rid="B27">Hedges et&#xa0;al., 1999</xref>):</p>
<disp-formula id="eq1">
<label>(1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mtext>Ln&#xa0;RR</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mtext>Ln&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>Xt</mml:mtext>
<mml:mo stretchy="false">/</mml:mo>
<mml:mtext>Xc</mml:mtext>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mtext>Ln&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>Xt</mml:mtext>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>Ln&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mtext>Xc</mml:mtext>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where Xc represents the value of the indicator of the revegetation community, Xt represents the indicator of the natural vegetation community or moving sand dunes.</p>
<p>We used one-way ANOVA to test the differences in vegetation and soil indicators among different community types, and used the Duncan test for multiple comparisons (&#x3b1;=0.05).</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Evaluation of vegetation-soil system coupling</title>
<p>The selection of indicators for vegetation-soil system coupling evaluation followed the principle of representativeness, scientificalness and independence. The evaluation system for vegetation-soil system with different vegetation community types in Ulan Buh Desert and Kubuqi Desert was divided into a vegetation subsystem and a soil subsystem, here in seven indicators were selected in each subsystem, after removing strongly correlated indicators (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>). The vegetation subsystem was comprised of herbaceous and woody indicator. The herbaceous indicator selected included herbaceous abundance, richness, coverage and biomass, as well as the woody abundance, richness and coverage. The soil subsystem consisted of soil physical property indicator and soil nutrient indicators, the former included soil water content, sand, silt and clay contents; the latter included organic carbon, total carbon and total phosphorus. Finally, we employed the entropy weight method (<xref ref-type="bibr" rid="B92">Zou et&#xa0;al., 2006</xref>) to determine the weights of vegetation and soil indicators and constructed an evaluation indicator system for vegetation-soil coupling (<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>Evaluation indicator system and indicator weight of vegetation-soil coupling.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Goal layer</th>
<th valign="middle" rowspan="2" align="center">Criterion layer</th>
<th valign="middle" colspan="4" align="center">indicator layer</th>
<th valign="middle" rowspan="2" align="center">Comprehensive weight</th>
</tr>
<tr>
<th valign="top" align="center">First grade indicators</th>
<th valign="middle" align="center">Weight</th>
<th valign="top" align="center">Second grade indicators</th>
<th valign="middle" align="center">Weight</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="14" align="center">Evaluation of vegetation-soil coupling coordination degree</td>
<td valign="middle" rowspan="7" align="center">Vegetation comprehensive evaluation function (CCE)</td>
<td valign="middle" rowspan="4" align="center">Herbaceous indicator</td>
<td valign="middle" rowspan="4" align="center">0.5</td>
<td valign="top" align="center">Abundance</td>
<td valign="middle" align="center">0.3758</td>
<td valign="middle" align="center">0.1879</td>
</tr>
<tr>
<td valign="top" align="center">Richness</td>
<td valign="middle" align="center">0.1388</td>
<td valign="middle" align="center">0.0694</td>
</tr>
<tr>
<td valign="top" align="center">Coverage</td>
<td valign="middle" align="center">0.2183</td>
<td valign="middle" align="center">0.1091</td>
</tr>
<tr>
<td valign="top" align="center">Biomass</td>
<td valign="middle" align="center">0.2671</td>
<td valign="middle" align="center">0.1336</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">Woody indicator</td>
<td valign="middle" rowspan="3" align="center">0.5</td>
<td valign="top" align="center">Abundance</td>
<td valign="middle" align="center">0.4159</td>
<td valign="middle" align="center">0.2080</td>
</tr>
<tr>
<td valign="top" align="center">Richness</td>
<td valign="middle" align="center">0.1539</td>
<td valign="middle" align="center">0.0770</td>
</tr>
<tr>
<td valign="top" align="center">Coverage</td>
<td valign="middle" align="center">0.4302</td>
<td valign="middle" align="center">0.2151</td>
</tr>
<tr>
<td valign="middle" rowspan="7" align="center">Soil comprehensive evaluation function (PCE)</td>
<td valign="middle" rowspan="4" align="center">Soil physical property indicator</td>
<td valign="middle" rowspan="4" align="center">0.75</td>
<td valign="top" align="center">Soil water content</td>
<td valign="middle" align="center">0.2205</td>
<td valign="middle" align="center">0.1329</td>
</tr>
<tr>
<td valign="middle" align="center">Sand</td>
<td valign="middle" align="center">0.3252</td>
<td valign="top" align="center">0.0690</td>
</tr>
<tr>
<td valign="top" align="center">Silt</td>
<td valign="middle" align="center">0.3764</td>
<td valign="top" align="center">0.0481</td>
</tr>
<tr>
<td valign="top" align="center">Clay</td>
<td valign="middle" align="center">0.0780</td>
<td valign="top" align="center">0.2439</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">Soil nutrient indicator</td>
<td valign="middle" rowspan="3" align="center">0.25</td>
<td valign="top" align="center">Organic carbon</td>
<td valign="middle" align="center">0.5315</td>
<td valign="middle" align="center">0.2823</td>
</tr>
<tr>
<td valign="top" align="center">Total carbon</td>
<td valign="middle" align="center">0.2762</td>
<td valign="top" align="center">0.0585</td>
</tr>
<tr>
<td valign="top" align="center">Total phosphorus</td>
<td valign="middle" align="center">0.1923</td>
<td valign="middle" align="center">0.1653</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>We standardized the vegetation and soil indicators (<xref ref-type="disp-formula" rid="eq2">Equation 2</xref>; <xref ref-type="bibr" rid="B78">Zeng et al., 2006</xref>; <xref ref-type="bibr" rid="B24">Guo et&#xa0;al., 2021</xref>) using the following formula:</p>
<disp-formula id="eq2">
<label>(2)</label>
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</disp-formula>
<p>Where Ni is the standardized value of each indicator, x<sub>i</sub> is the value of the different indicators. Positive indicators included herbaceous abundance, richness, coverage, and biomass, woody abundance, richness, and cover, soil water content, organic carbon, total carbon, total phosphorus, clay and silt content. Negative indicators included sand content.</p>
<p>We calculated a comprehensive evaluation indicator of vegetation and soil as follows (<xref ref-type="disp-formula" rid="eq3">Equations 3</xref>, <xref ref-type="disp-formula" rid="eq4">4</xref>; <xref ref-type="bibr" rid="B78">Zeng et al., 2006</xref>; <xref ref-type="bibr" rid="B57">Peng et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B86">Zhao et&#xa0;al., 2022</xref>):</p>
<disp-formula id="eq3">
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mtext>CCE</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:mstyle displaystyle="true">
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
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<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
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</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="eq4">
<label>(4)</label>
<mml:math display="block" id="M4">
<mml:mrow>
<mml:mtext>PCE</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>y</mml:mi>
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</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where CCE is the vegetation evaluation indicator; PCE is the soil evaluation indicator; p<sub>i</sub> and x<sub>i</sub> are the weights and standardized values corresponding to the i-th indicator in the vegetation evaluation function, respectively; q<sub>i</sub> and y<sub>i</sub> are the weights and standardized values corresponding to the i-th indicator in the soil evaluation function, respectively. Higher CCE and PCE values indicate better vegetation growth status or soil properties.</p>
<p>We calculated the coupling coordination degree (Cd) of the vegetation-soil system as follows (<xref ref-type="disp-formula" rid="eq5">Equations 5</xref>&#x2013;<xref ref-type="disp-formula" rid="eq7">7</xref>; <xref ref-type="bibr" rid="B78">Zeng et al., 2006</xref>; <xref ref-type="bibr" rid="B57">Peng et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#xa0;al., 2013</xref>):</p>
<disp-formula id="eq5">
<label>(5)</label>
<mml:math display="block" id="M5">
<mml:mrow>
<mml:msub>
<mml:mtext>C</mml:mtext>
<mml:mi>d</mml:mi>
</mml:msub>
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</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="eq6">
<label>(6)</label>
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<mml:mtext>aCCE</mml:mtext>
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</mml:math>
</disp-formula>
<disp-formula id="eq7">
<label>(7)</label>
<mml:math display="block" id="M7">
<mml:mrow>
<mml:mtext>C</mml:mtext>
<mml:mo>=</mml:mo>
<mml:msqrt>
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<mml:mrow>
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<mml:mtext>x</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#xb7;</mml:mo>
<mml:mtext>PCE</mml:mtext>
<mml:mrow>
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<mml:mtext>y</mml:mtext>
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</mml:mrow>
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<mml:mrow>
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<mml:mo>+</mml:mo>
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<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>y</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
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<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
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</mml:msqrt>
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</mml:math>
</disp-formula>
<p>Where C<sub>d</sub> is the coupling coordination degree of vegetation-soil system, which ranges between 0 and 1. The greater the C<sub>d</sub> value, the more harmonious the coupling relationship of vegetation-soil system. T is the comprehensive harmonic indicator of vegetation-soil system, which reflects the synergistic effect of vegetation-soil system. C is the coupling degree of the vegetation-soil system, which ranges between 0 and 1, where C approaches 1, the relationship between vegetation and soil is more benign. a and b are coefficients of the CCE and PCE comprehensive evaluation functions, respectively. Because vegetation and soil both play important roles in ecological restoration, we set a and b both to 0.5. Finally, we used the coupling results to determine a reasonable vegetation construction mode (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>We used redundancy analysis (RDA) to analyze the factors that influence the coupling indicator, which we analyzed and plotted with Canoco5.</p>
</sec>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>The effect values of vegetation and soil indicators</title>
<p>In the Ulan Buh Desert, we found that revegetation led to an increase in the abundance, diversity and richness of herbaceous species, but a decrease in herbaceous biomass and woody abundance compared to natural vegetation. Similarly, compared to moving sand dunes, revegetation resulted in higher herbaceous abundance, richness, coverage and biomass; in addition, the soil water content in both shallow (0-0.3 m) and deep (0.4-1.5 m) layers decreased, while soil organic carbon, total nitrogen, total carbon, silt, clay, and electrical conductivity increased in both natural and revegetation communities (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Vegetation and soil indicator effect values of different community types in Ulan Buh Desert <bold>(a)</bold> and Kubuqi Desert <bold>(b)</bold>. * represents significant effect size at p=0.05 level. (Effect value&gt;0 indicates an increase in the indicator, and effect value&lt;0 indicates a decrease in the indicator).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1505526-g002.tif"/>
</fig>
<p>In the Kubuqi Desert, revegetation led to lower herbaceous abundance, richness, diversity cover, and biomass, but higher woody cover compared to the natural vegetation. There were higher herbaceous abundance, richness, and diversity, as well as higher woody abundance and cover in revegetated areas compared to moving sand dunes. In revegetated areas, the soil organic carbon, total nitrogen, total carbon, silt, clay contents, and electrical conductivity were lower than those in natural vegetation areas, while the organic carbon, total nitrogen, total carbon, clay content, and electrical conductivity were higher than those in moving sand dunes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Vegetation-soil system coupling of different community types in two deserts</title>
<p>We found that the natural <italic>Caragana korshinskii</italic> community, the <italic>Artemisia ordosica</italic> community and the <italic>Nitraria tangutorum</italic>-<italic>Haloxylon ammodendron</italic> community exhibited stronger vegetation-soil system coupling among the natural vegetation communities in the Ulan Buh Desert, and the coupling degree values (C) were 0.496, 0.492 and 0.486, respectively. Likewise, the natural <italic>Kalidium foliatum</italic> community, <italic>N. tangutorum</italic> community and <italic>N. tangutorum</italic>-<italic>H. ammodendron</italic> community exhibited better vegetation-soil system coupling and coordination. Their respective coupling coordination degree values (C<sub>d</sub>) were 0.594, 0.515, and 0.471. In the revegetation community, the vegetation-soil system coupling was highest in the <italic>H. ammodendron</italic>, followed by the <italic>Hedysarum scoparium</italic> community, and the worst in the <italic>C. korshinskii</italic> community. Their respective C values were 0.495, 0.469 and 0.440. The vegetation-soil system coupling coordination state was highest in the <italic>C. korshinskii</italic> and <italic>H. ammodendron</italic> communities, but lowest in the <italic>H. scoparium</italic>, their C<sub>d</sub> values were 0.494, 0.412, and 0.324, respectively. Compared to the natural <italic>C. korshinskii</italic> community, the coupling relationship between vegetation and soil of the revegetation <italic>C. korshinskii</italic> community was improved, and the vegetation-soil system also showed a good coupling state (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Coordination of vegetation-soil system coupling in different desert community types.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Desert</th>
<th valign="middle" align="center">Area</th>
<th valign="middle" align="center">Community category</th>
<th valign="middle" align="center">CCE</th>
<th valign="middle" align="center">PCE</th>
<th valign="middle" align="center">C</th>
<th valign="middle" align="center">T</th>
<th valign="middle" align="center">C<sub>d</sub>
</th>
<th valign="middle" align="center">CCE/PCE</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="13" align="center">Ulan Buh Desert</td>
<td valign="middle" rowspan="9" align="center">Natural</td>
<td valign="middle" align="center">Pha</td>
<td valign="middle" align="center">0.380</td>
<td valign="middle" align="center">0.135</td>
<td valign="middle" align="center">0.440</td>
<td valign="middle" align="center">0.258</td>
<td valign="middle" align="center">0.337</td>
<td valign="middle" align="center">2.820</td>
</tr>
<tr>
<td valign="middle" align="center">Nit</td>
<td valign="middle" align="center">0.260</td>
<td valign="middle" align="center">1.082</td>
<td valign="middle" align="center">0.395</td>
<td valign="middle" align="center">0.671</td>
<td valign="middle" align="center">0.515</td>
<td valign="middle" align="center">0.240</td>
</tr>
<tr>
<td valign="middle" align="center">Kaf</td>
<td valign="middle" align="center">0.308</td>
<td valign="middle" align="center">1.613</td>
<td valign="middle" align="center">0.367</td>
<td valign="middle" align="center">0.960</td>
<td valign="middle" align="center">0.594</td>
<td valign="middle" align="center">0.191</td>
</tr>
<tr>
<td valign="middle" align="center">Amm</td>
<td valign="middle" align="center">0.259</td>
<td valign="middle" align="center">0.596</td>
<td valign="middle" align="center">0.460</td>
<td valign="middle" align="center">0.428</td>
<td valign="middle" align="center">0.443</td>
<td valign="middle" align="center">0.435</td>
</tr>
<tr>
<td valign="middle" align="center">Aro</td>
<td valign="middle" align="center">0.259</td>
<td valign="middle" align="center">0.372</td>
<td valign="middle" align="center">0.492</td>
<td valign="middle" align="center">0.315</td>
<td valign="middle" align="center">0.394</td>
<td valign="middle" align="center">0.695</td>
</tr>
<tr>
<td valign="middle" align="center">Cos</td>
<td valign="middle" align="center">0.557</td>
<td valign="middle" align="center">0.211</td>
<td valign="middle" align="center">0.447</td>
<td valign="middle" align="center">0.384</td>
<td valign="middle" align="center">0.414</td>
<td valign="middle" align="center">2.635</td>
</tr>
<tr>
<td valign="middle" align="center">Aro-Ars</td>
<td valign="middle" align="center">0.251</td>
<td valign="middle" align="center">0.076</td>
<td valign="middle" align="center">0.423</td>
<td valign="middle" align="center">0.164</td>
<td valign="middle" align="center">0.263</td>
<td valign="middle" align="center">3.293</td>
</tr>
<tr>
<td valign="middle" align="center">Nit- Haa</td>
<td valign="middle" align="center">0.350</td>
<td valign="middle" align="center">0.563</td>
<td valign="middle" align="center">0.486</td>
<td valign="middle" align="center">0.457</td>
<td valign="middle" align="center">0.471</td>
<td valign="middle" align="center">0.621</td>
</tr>
<tr>
<td valign="middle" align="center">Cak</td>
<td valign="middle" align="center">0.436</td>
<td valign="middle" align="center">0.333</td>
<td valign="middle" align="center">0.496</td>
<td valign="middle" align="center">0.384</td>
<td valign="middle" align="center">0.436</td>
<td valign="middle" align="center">1.309</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">Revegetation</td>
<td valign="middle" align="center">Haa</td>
<td valign="middle" align="center">0.296</td>
<td valign="middle" align="center">0.389</td>
<td valign="middle" align="center">0.495</td>
<td valign="middle" align="center">0.342</td>
<td valign="middle" align="center">0.412</td>
<td valign="middle" align="center">0.759</td>
</tr>
<tr>
<td valign="middle" align="center">Cos</td>
<td valign="middle" align="center">0.302</td>
<td valign="middle" align="center">0.147</td>
<td valign="middle" align="center">0.469</td>
<td valign="middle" align="center">0.224</td>
<td valign="middle" align="center">0.324</td>
<td valign="middle" align="center">2.055</td>
</tr>
<tr>
<td valign="middle" align="center">Cak</td>
<td valign="middle" align="center">0.292</td>
<td valign="middle" align="center">0.817</td>
<td valign="middle" align="center">0.440</td>
<td valign="middle" align="center">0.554</td>
<td valign="middle" align="center">0.494</td>
<td valign="middle" align="center">0.357</td>
</tr>
<tr>
<td valign="middle" align="center">Moving sand dunes</td>
<td valign="middle" align="center">Moving sand dune</td>
<td valign="middle" align="center">0.004</td>
<td valign="middle" align="center">0.159</td>
<td valign="middle" align="center">0.153</td>
<td valign="middle" align="center">0.082</td>
<td valign="middle" align="center">0.112</td>
<td valign="middle" align="center">0.025</td>
</tr>
<tr>
<td valign="middle" rowspan="18" align="center">Kubuqi Desert</td>
<td valign="middle" rowspan="9" align="center">Natural</td>
<td valign="middle" align="center">Aro-Nit</td>
<td valign="middle" align="center">0.557</td>
<td valign="middle" align="center">1.012</td>
<td valign="middle" align="center">0.479</td>
<td valign="middle" align="center">0.784</td>
<td valign="middle" align="center">0.613</td>
<td valign="middle" align="center">0.551</td>
</tr>
<tr>
<td valign="middle" align="center">Aro</td>
<td valign="middle" align="center">0.828</td>
<td valign="middle" align="center">0.692</td>
<td valign="middle" align="center">0.498</td>
<td valign="middle" align="center">0.760</td>
<td valign="middle" align="center">0.615</td>
<td valign="middle" align="center">1.197</td>
</tr>
<tr>
<td valign="middle" align="center">Krc</td>
<td valign="middle" align="center">0.527</td>
<td valign="middle" align="center">0.960</td>
<td valign="middle" align="center">0.478</td>
<td valign="middle" align="center">0.744</td>
<td valign="middle" align="center">0.596</td>
<td valign="middle" align="center">0.549</td>
</tr>
<tr>
<td valign="middle" align="center">Cab</td>
<td valign="middle" align="center">0.836</td>
<td valign="middle" align="center">0.702</td>
<td valign="middle" align="center">0.498</td>
<td valign="middle" align="center">0.769</td>
<td valign="middle" align="center">0.619</td>
<td valign="middle" align="center">1.191</td>
</tr>
<tr>
<td valign="middle" align="center">Cat</td>
<td valign="middle" align="center">0.907</td>
<td valign="middle" align="center">1.023</td>
<td valign="middle" align="center">0.499</td>
<td valign="middle" align="center">0.965</td>
<td valign="middle" align="center">0.694</td>
<td valign="middle" align="center">0.886</td>
</tr>
<tr>
<td valign="middle" align="center">Nit-Tac</td>
<td valign="middle" align="center">1.021</td>
<td valign="middle" align="center">1.260</td>
<td valign="middle" align="center">0.497</td>
<td valign="middle" align="center">1.140</td>
<td valign="middle" align="center">0.753</td>
<td valign="middle" align="center">0.811</td>
</tr>
<tr>
<td valign="middle" align="center">Nes</td>
<td valign="middle" align="center">0.939</td>
<td valign="middle" align="center">0.920</td>
<td valign="middle" align="center">0.500</td>
<td valign="middle" align="center">0.930</td>
<td valign="middle" align="center">0.682</td>
<td valign="middle" align="center">1.021</td>
</tr>
<tr>
<td valign="middle" align="center">Aro-Cof</td>
<td valign="middle" align="center">1.005</td>
<td valign="middle" align="center">0.287</td>
<td valign="middle" align="center">0.416</td>
<td valign="middle" align="center">0.646</td>
<td valign="middle" align="center">0.518</td>
<td valign="middle" align="center">3.498</td>
</tr>
<tr>
<td valign="middle" align="center">Cof</td>
<td valign="middle" align="center">0.751</td>
<td valign="middle" align="center">0.429</td>
<td valign="middle" align="center">0.481</td>
<td valign="middle" align="center">0.590</td>
<td valign="middle" align="center">0.533</td>
<td valign="middle" align="center">1.750</td>
</tr>
<tr>
<td valign="middle" rowspan="8" align="center">Revegetation</td>
<td valign="middle" align="center">Cof</td>
<td valign="middle" align="center">0.739</td>
<td valign="middle" align="center">0.284</td>
<td valign="middle" align="center">0.448</td>
<td valign="middle" align="center">0.511</td>
<td valign="middle" align="center">0.478</td>
<td valign="middle" align="center">2.606</td>
</tr>
<tr>
<td valign="middle" align="center">Haa</td>
<td valign="middle" align="center">0.277</td>
<td valign="middle" align="center">0.417</td>
<td valign="middle" align="center">0.490</td>
<td valign="middle" align="center">0.347</td>
<td valign="middle" align="center">0.412</td>
<td valign="middle" align="center">0.664</td>
</tr>
<tr>
<td valign="middle" align="center">Cam</td>
<td valign="middle" align="center">0.532</td>
<td valign="middle" align="center">0.162</td>
<td valign="middle" align="center">0.423</td>
<td valign="middle" align="center">0.347</td>
<td valign="middle" align="center">0.383</td>
<td valign="middle" align="center">3.279</td>
</tr>
<tr>
<td valign="middle" align="center">Sac</td>
<td valign="middle" align="center">0.559</td>
<td valign="middle" align="center">0.276</td>
<td valign="middle" align="center">0.471</td>
<td valign="middle" align="center">0.418</td>
<td valign="middle" align="center">0.443</td>
<td valign="middle" align="center">2.024</td>
</tr>
<tr>
<td valign="middle" align="center">Aro</td>
<td valign="middle" align="center">1.140</td>
<td valign="middle" align="center">1.192</td>
<td valign="middle" align="center">0.500</td>
<td valign="middle" align="center">1.166</td>
<td valign="middle" align="center">0.763</td>
<td valign="middle" align="center">0.956</td>
</tr>
<tr>
<td valign="middle" align="center">Pop</td>
<td valign="middle" align="center">0.594</td>
<td valign="middle" align="center">0.369</td>
<td valign="middle" align="center">0.486</td>
<td valign="middle" align="center">0.481</td>
<td valign="middle" align="center">0.484</td>
<td valign="middle" align="center">1.608</td>
</tr>
<tr>
<td valign="middle" align="center">Pop-Sac</td>
<td valign="middle" align="center">0.256</td>
<td valign="middle" align="center">0.172</td>
<td valign="middle" align="center">0.490</td>
<td valign="middle" align="center">0.214</td>
<td valign="middle" align="center">0.324</td>
<td valign="middle" align="center">1.485</td>
</tr>
<tr>
<td valign="middle" align="center">Cak</td>
<td valign="middle" align="center">0.824</td>
<td valign="middle" align="center">0.675</td>
<td valign="middle" align="center">0.498</td>
<td valign="middle" align="center">0.750</td>
<td valign="middle" align="center">0.611</td>
<td valign="middle" align="center">1.220</td>
</tr>
<tr>
<td valign="middle" align="center">Moving sand dunes</td>
<td valign="middle" align="center">Moving sand dunes</td>
<td valign="middle" align="center">0.145</td>
<td valign="middle" align="center">0.231</td>
<td valign="middle" align="center">0.487</td>
<td valign="middle" align="center">0.188</td>
<td valign="middle" align="center">0.302</td>
<td valign="middle" align="center">0.626</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Pha, <italic>Phragmites australis</italic>; Nit, <italic>Nitraria tangutorum</italic>; Kaf, <italic>Kalidium foliatum</italic>; Amm, <italic>Ammopiptanthus mongolicus</italic>; Aro, <italic>Artemisia ordosica</italic>; Cos, <italic>Corethrodendron scoparium</italic>; Ars, <italic>Artemisia sieversiana</italic>; Haa, <italic>Haloxylon ammodendron</italic>; Cak, <italic>Caragana korshinskii</italic>; Krc, <italic>Krascheninnikovia ceratoides</italic>; Cab, <italic>Caragana brachypoda</italic>; Cat, <italic>Caragana tibetica</italic>; Tac, <italic>Tamarix chinensis</italic>; Nes, <italic>Neotrinia splendens</italic>; Cof, <italic>Corethrodendron fruticosum</italic>; Cam, <italic>Calligonum mongolicum</italic>; Sac, <italic>Salix cheilophila</italic>; Pop, <italic>Populus przewalskii</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The coupling between vegetation communities and soil was higher in natural vegetation communities of the Kubuqi Desert. This included higher C values of natural <italic>Achnatherum</italic> sp<italic>lendens</italic>, <italic>Caragana tibetana</italic>, and <italic>A. ordosica</italic> communities were 0.500, 0.499 and 0.498, respectively. Likewise, the natural <italic>N. tangutorum</italic>-<italic>Tamarix chinensis</italic>, <italic>C. tibetana</italic> and <italic>A. ordosica</italic> communities had higher coupling coordination states of the vegetation-soil system, with high C<sub>d</sub> values of 0.753, 0.694 and 0.682 respectively (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). In revegetated areas, the vegetation-soil system coupling in the <italic>A. ordosica</italic>, <italic>C. korshinskii</italic>, and <italic>Populus przewalskii-Salix psammophila</italic> revegetation communities was relatively higher, and the C values of them were 0.500, 0.498, and 0.490, respectively. The revegetated communities of <italic>A. ordosica</italic>, <italic>C. tibetana</italic> and <italic>P. przewalsk</italic>ii had the relatively higher vegetation-soil system coupling coordination states, with C<sub>d</sub> values of 0.763, 0.612, and 0.484, respectively. The vegetation-soil system coupling and its coordination states of revegetated <italic>A. ordosic</italic>a community were higher than those of natural <italic>A. ordosica</italic> community (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>We found that the first axis (RDA1) and the second axis (RDA2) explained 56.2% and 17.5% of the influence of environmental factors on the vegetation-soil system coupling, respectively. Specifically, we found that vegetation-soil system had strong correlations with total nitrogen, total carbon, the cover, abundance, richness, and biomass of herbaceous species, as well as woody cover and richness, while it was negatively correlated with soil pH, sand content, wind speed and temperature. Furthermore, water status, vegetation growth and soil nutrient contents also influence the vegetation-soil system coupling (<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>Redundancy analysis of vegetation-soil system coupling results and environmental factors. LON, Longitude; LAT, Latitude; ALT, Altitude(m); EVP, Annual evaporation(mm); GST, Average annual ground temperature(&#xb0;C); PRE, Annual precipitation(mm); PRS, Annual mean air pressure(hPa); RHU, Average annual relative humidity(%); SSD, Sunshine hours per year(h); TEM, Average annual temperature(&#xb0;C); WIN, Average annual wind speed(m/s); OC, Organic carbon(g/kg); TN, Total nitrogen(g/kg); TC, Total carbon(g/kg); TP, Total phosphorus(g/kg); Cond, Conductivity(us/cm); SAN, Sand(%); SIL, Silt(%); CLA, Clay(%); BUD, Bulk density(g/cm3); SWS, Soil saturated water content(%); HA, Herbaceous abundance; HR, Herbaceous richness; HC, Herbaceous coverage(%); HB, Herbaceous biomass(g/m2); WA, Woody abundance; WR, Woody richness; WC, Woody coverage(%); SSC, Shallow soil moisture content; DSC, Deep soil moisture content.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-16-1505526-g003.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Identification of optimal revegetation species in Ulan Buh Desert and Kubuqi Desert</title>
<p>We compared vegetation and soil indicators, and vegetation-soil system coupling to select the proper revegetation species and configurations. In the Ulan Buh Desert, compared to the natural <italic>C. korshinskii</italic> community, the woody abundance, richness, and coverage of revegetated <italic>C. korshinskii</italic> community increased by 2.90%, 18.4%, and 15.8%, respectively; the soil organic carbon, total nitrogen, total carbon, silt, and clay contents increased by 39.5%, 31.3%, 30.7%, 70.8%, and 61.3%, respectively; the vegetation-soil system coupling also increased; while the sand contents decreased by 20.7%. Therefore, in the Ulan Buh Desert, we recommend two replanting species and their densities: <italic>C. korshinskii</italic> with 18-44 individuals per 100 m<sup>-2</sup>, and <italic>H. ammodendron</italic> with 24-30 individuals per 100 m<sup>-2</sup> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
<p>In the Kubuqi Desert, compared to the natural <italic>A. ordosica</italic> community, the herbaceous abundance, woody abundance, herbaceous coverage, and woody coverage of the revegetated <italic>A. ordosica</italic> community increased by 3.63%, 72.2%, 18.6%, 58.5%, respectively; the soil organic carbon, total nitrogen, total carbon, total phosphorus, silt, and clay contents increased by 57.7%, 27.6%, 10.7%, 21.7%, 27.7%, and 22.5%, respectively; the vegetation-soil system coupling also increased; while the sand content decreased by 4.83%. As a result, in the Kubuqi Desert, we recommend two replanting species and their densities: <italic>A. ordosica</italic> with 60-70 individuals per 100 m<sup>-2</sup> and <italic>C. korshinskii</italic> with 20-45 individuals per 100 m<sup>-2</sup> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>The selection and establishment of revegetation ameliorate the conditions for plant survival</title>
<p>Consistent with our first hypothesis, plant and soil conditions improved compared to those of the moving sand dunes and became similar to those in natural vegetation areas following revegetation. This study finds that herbaceous species diversity significantly increased comparing to adjacent natural vegetation communities after the establishment of revegetation in the Ulan Buh Desert, whereas herbaceous biomass, woody richness, and soil water content significantly decreased. This may be due to shrub planting effectively stabilizing the surface of sandy soil and improving soil nutrient conditions, thus providing a suitable environment for the settlement and germination of herbaceous plant seeds (<xref ref-type="bibr" rid="B2">Angers and Caron,1998</xref>; <xref ref-type="bibr" rid="B49">Miao et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B88">Zhong et al., 2018</xref>). Meanwhile, the root turnover of woody plants also provides essential nutrients for the growth of herbaceous plants. Therefore, the abundance, richness, and diversity indices of herbaceous plants have increased (<xref ref-type="bibr" rid="B1">An, 2019</xref>). However, the growth of woody species also competed for some soil nutrients and water resources, leading to the reduction in the herbaceous biomass and woody richness (<xref ref-type="bibr" rid="B61">Rossatto et&#xa0;al., 2014</xref>). In addition, the root water uptake of woody vegetation resulted in the decline soil water content (<xref ref-type="bibr" rid="B56">Pellissier et&#xa0;al., 2008</xref>). The establishment of revegetation in the Kubuqi Desert, herbaceous indicators, soil nutrients, silt, and clay contents all declined when compared to natural vegetation communities, whereas woody abundance increased. These might be illustrated that the introduction of woody vegetation increased the abundance of woody species. Meanwhile, the competition for nutrients and water among these woody plants was relatively intensive, attenuating the resource availability and thus inhibiting the growth of original herbaceous plants (<xref ref-type="bibr" rid="B13">Cui et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B87">Zheng, 2022</xref>).</p>
<p>In the present study, we found that the establishment of revegetation significantly increased the diversity of herbaceous plants, biomass, and soil nutrients, which is attributed to the woody vegetation creating more suitable growth conditions for herbaceous plants and increasing the content of silt and clay in the soil, thereby improving soil structure and stability (<xref ref-type="bibr" rid="B53">Ou et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B62">Scotton and Andreatta, 2021</xref>; <xref ref-type="bibr" rid="B33">Kumar et&#xa0;al., 2022</xref>). Vegetation restoration enhanced soil organic matter content through the input of roots and residues, which in turn increased soil fertility, beneficial for the growth of woody plants, and reduced wind erosion, providing a more stable growth environment for plants and promoting their reproduction and spread (<xref ref-type="bibr" rid="B34">Lajtha et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B51">Mitchell et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Zhang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B90">Zhu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B48">Mensah, 2015</xref>; <xref ref-type="bibr" rid="B45">Maiti et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B42">Luo et&#xa0;al., 2020</xref>). Meanwhile, vegetation restoration improved the physical, chemical, and biological characteristics of the soil, increased soil nutrient content and water retention capacity, and enhanced species diversity (<xref ref-type="bibr" rid="B75">Xu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B89">Zhou et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B63">Sheoran et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B58">Ploughe et&#xa0;al., 2021</xref>). In the early stages of vegetation restoration, effective soil coverage reduced water evaporation and soil erosion, helping to maintain soil nutrients (<xref ref-type="bibr" rid="B39">Li et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B82">Zhang et&#xa0;al., 2018</xref>). Overall, the vegetation subsystem, soil subsystem, and the vegetation-soil system coupling all increased after restoration, and these improvements collectively promoted the favorable status and interaction of the vegetation and soil systems (<xref ref-type="bibr" rid="B38">Li and Liber, 2018</xref>; <xref ref-type="bibr" rid="B24">Guo et&#xa0;al., 2021</xref>).</p>
<p>Our findings provided scientific evidence for windbreak and sand-stabilization in these two deserts, and gave important guidance to future vegetation restoration in deserts. Traditionally, the success of restoration was determined by monitoring plant cover, individual counts, and soil characteristics after revegetation (<xref ref-type="bibr" rid="B12">Cudjoe, 2011</xref>; <xref ref-type="bibr" rid="B64">Song, 2018</xref>) as well as by selecting suitable species by greenhouse, field experiments, and seedling survival tests (<xref ref-type="bibr" rid="B31">Jusaitis and Pillman, 1997</xref>; <xref ref-type="bibr" rid="B22">Gastauer et&#xa0;al., 2020</xref>). Here, we considered not only the vegetation and soil systems, but also the vegetation-soil coupling in different vegetation types to select the most suitable revegetation strategy.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Coupling coordination of vegetation-soil system in two deserts</title>
<p>Consistent with our second hypothesis, we found that different community types exhibited variations in the vegetation-soil system coupling in these two deserts, which indicted that species selection was extremely important for the sustainability ecological restoration in deserts. The consistence of the changes between vegetation and soil indicators elucidated that plant growth and soil properties were closely correlated. There is a feedback mechanism between vegetation and soil. The plants exert a huge influence on soil conditions, which in turn support plant growth (<xref ref-type="bibr" rid="B5">Bever et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B19">Ehrenfeld et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B50">Miki, 2012</xref>; <xref ref-type="bibr" rid="B46">Maiti and Ghosh, 2020</xref>). Vegetation alters soil properties through physical and chemical processes during the restoration process (<xref ref-type="bibr" rid="B6">Cao et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B23">Ghestem et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B73">Wu et&#xa0;al., 2019</xref>). Meanwhile, vegetation roots increase soil porosity, and the decomposition of plant material adds organic matter to soil (<xref ref-type="bibr" rid="B74">Wu et&#xa0;al., 2016</xref>). In a word, different community types have varying impacts on soil properties, leading to disparities in the vegetation-soil systems coupling of different community types. The improvements of soil properties and vegetation growth enhance soil aggregate stability and resistance to wind erosion (<xref ref-type="bibr" rid="B16">Dou et&#xa0;al., 2020</xref>), thereby creating a positive feedback loop within the vegetation-soil system.</p>
<p>In this study, we found that soil nutrient content, herbaceous and woody indicators were positively correlated with the coupling degree of the vegetation-soil system. These were consistent with our hypothesis that the vegetation-soil system coupling was mainly affected by vegetation and soil characteristics. Generally, superior soil conditions promote plant growth, which in turn improves soil structure and nutrient cycling, thus forming a positive feedback loop. The mutual promotion and dependence between vegetation and soil constituted a well-coupled ecosystem, demonstrating a positive coupling state between vegetation-soil systems (<xref ref-type="bibr" rid="B68">Van der Putten et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Hobbie, 2015</xref>; <xref ref-type="bibr" rid="B35">Lehman et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B70">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B3">Aqeel et&#xa0;al., 2023</xref>). Simultaneously, this feedback loop suggests that healthy soil and abundant vegetation maintain ecosystem stability and functionality (<xref ref-type="bibr" rid="B59">Powlson et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B48">Mensah, 2015</xref>). Our findings indicated that unsuitable soil pH, high sand content, high wind speed, and high temperature adversely influenced plant growth and soil conditions (<xref ref-type="bibr" rid="B93">Zuo et&#xa0;al., 2012</xref>). These factors can also lead to soil degradation, nutrient loss, and reduce water availability, which in turn reduce plant growth and survival. The plant degeneration subsequently reduced vegetation cover and richness, exacerbating soil degradation (<xref ref-type="bibr" rid="B18">Duniway et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B30">Huang and Hartemink, 2020</xref>; <xref ref-type="bibr" rid="B83">Zhang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B20">Ferreira et&#xa0;al., 2022</xref>). Taken together, coupling coordination of vegetation-soil system is crucial for maintaining the stability of ecosystems after the establishment of revegetation, as it directly affects the normal functioning of ecological processes and the long-term health of the ecosystem.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>In our study, revegetation significantly improved the vegetation and soil conditions in the Ulan Buh Desert and Kubuqi Desert of Northern China. Water conditions, vegetation growth, and soil nutrients all influenced the vegetation-soil system coupling. We propose a method could be used for evaluating the effects of different revegetation types on the vegetation subsystem, soil subsystem, and the vegetation-soil system coupling. This method can select optimum plant species and its density, as well as evaluate the effects of revegetation on global desertification prevention. Our findings provide important guidance for vegetation reconstruction and ecological restoration in deserts.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>GH: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. JH: Funding acquisition, Investigation, Writing &#x2013; review &amp; editing. HR: Investigation, Writing &#x2013; review &amp; editing. XG: Investigation, Writing &#x2013; review &amp; editing. YN: Investigation, Writing &#x2013; review &amp; editing. YL: Investigation, Writing &#x2013; review &amp; editing. ZZ: Funding acquisition, Investigation, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the National Natural Science Foundation of China (Grant No. U23A20223 and 32301314), and the Postdoctoral Fellowship Program of CPSF (Grant No. GZC20232954).</p>
</sec>
<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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" 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="s12" 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.2025.1505526/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2025.1505526/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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