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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.2023.1240656</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>Water use strategies of <italic>Nitraria tangutorum </italic>in the lake-basin region of the Badain Jaran Desert</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Qin</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1841681"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Si</surname>
<given-names>Jianhua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Bing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Chunyan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1834583"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Dongmeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2023129"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Xiaohui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1625108"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Chunlin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2046471"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Xinglin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2320554"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Eco-Hydrology of Inland River Basin, 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: Alvaro Sanz-Saez, Auburn University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Fatima Zahra Rezzouk, University of Barcelona, Spain; Furong Niu, University of Arizona, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jianhua Si, <email xlink:href="mailto:jianhuas@lzb.ac.cn">jianhuas@lzb.ac.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1240656</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Qin, Si, Jia, Zhao, Zhou, He, Wang and Zhu</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Qin, Si, Jia, Zhao, Zhou, He, Wang and Zhu</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>Information regarding plant water-use strategies is essential for understanding the hydrological processes and plant survival adaptation mechanisms in desert lake basin regions. To examine the water use strategies of plants in desert lake basin areas, water uptake patterns, water use efficiency, and water potential of <italic>Nitraria tangutorum</italic> were investigated at different distances from the lake duringhe growing seasons in the lake basin regions of the Badain Jaran Desert. The results indicate that <italic>N. tangutorum</italic> primarily absorbed groundwater in May (63.8%) and August (53.5%), relied on deep soil water in June (75.1%), and uniformly absorbed soil water from different layers in July. These observations could be explained by periodic fluctuations in the groundwater level and the consequent decrease in soil water availability, as well as plant root adjustments. As soil water availability decreases, <italic>N. tangutorum</italic> adapts to water variation by increasing its water use efficiency (WUE) and reducing its leaf water potential (<italic>&#x3a8;</italic>). With intensified water stress, <italic>N. tangutorum</italic> gradually shifted from adventurous anisohydric regulation to conservative isohydric regulation. Thus, <italic>N. tangutorum</italic> responds to diverse degrees of environmental changes by altering its water-use strategy. A better understanding of the adaptive water use strategies developed by desert plants under varying water availability conditions provides insight into the diversity of species&#x2019; reactions to long-term drought and quantifies the hydrological cycle of desert ecosystems against the background of worldwide climate warming.</p>
</abstract>
<kwd-group>
<kwd>water use</kwd>
<kwd>water response mechanism</kwd>
<kwd>desert lake-basin region</kwd>
<kwd>stable isotope</kwd>
<kwd>plant water use pattern</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="85"/>
<page-count count="18"/>
<word-count count="7878"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Abiotic Stress</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Over the past few decades, climate change has become an important worldwide challenge (<xref ref-type="bibr" rid="B30">Huo et&#xa0;al., 2022</xref>). Unprecedented increases in mean temperatures and the frequency of severe droughts and heat events (<xref ref-type="bibr" rid="B28">Hartmann et&#xa0;al., 2021</xref>) have contributed to the widespread wilting and death of plant populations (<xref ref-type="bibr" rid="B26">Guo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Hartmann et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Huo et&#xa0;al., 2022</xref>). These phenomena have important implications for ecosystem processes and patterns. Moreover, numerous studies have determined that hydrological space-time variations due to global temperature change have substantial effects on plant-water relationships (<xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B12">Ding et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B85">Zunzunegui et&#xa0;al., 2022</xref>). The mechanisms and extent of plant responses to hydrological variations are determined by the water utilization characteristics and water stress adaptations of plants (<xref ref-type="bibr" rid="B25">Grossiord et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2019</xref>). Knowledge of plant water-use strategies is important to enhance our understanding of plant responses to hydrological conditions in water-scarce habitats. Conversely, plants, as the central link in the water cycle, are essential for controlling hydrological processes. Accordingly, an accurate understanding of plant water-use strategies under water stress is gaining importance for quantifying the ecosystem hydrological cycle under changing future climatic conditions (<xref ref-type="bibr" rid="B36">Lanning et&#xa0;al., 2020</xref>).</p>
<p>Desert ecosystems represent zones that are extremely vulnerable to changes in temperature and anthropogenic disturbances. In desert ecosystems, water is the dominant driver of plant growth, and its absence could affect the survival of desert plants. In water-scarce habitats, water uptake strategies are key characteristics that determine plant survival (<xref ref-type="bibr" rid="B85">Zunzunegui et&#xa0;al., 2022</xref>), and awareness of desert plant water-use strategies is indispensable. Although desert plants have developed an array of morphological and physiological characteristics to cope with intensive drought events (<xref ref-type="bibr" rid="B30">Huo et&#xa0;al., 2022</xref>), it is crucial for desert plants under conditions of water scarcity to alternate water acquisition sources, modulate water potential to maintain hydraulic conductivity (<xref ref-type="bibr" rid="B31">Huo et&#xa0;al., 2021</xref>), and improve WUE. As confirmed in previous studies, desert plants, such as Mongolian pine and <italic>Haloxylon ammodendron</italic>, can alter water sources during the growing season, which is critical for satisfying their water requirements (<xref ref-type="bibr" rid="B25">Grossiord et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B81">Zhou et&#xa0;al., 2019</xref>). The two dominant <italic>Haloxylon</italic> species in the Gurbantonggut Desert exhibited distinct water use characteristics and both absorbed water from various sources during the drought and rainy seasons (<xref ref-type="bibr" rid="B11">Dai et&#xa0;al., 2015</xref>). <xref ref-type="bibr" rid="B71">Wu et&#xa0;al. (2019)</xref> found considerable seasonal variations in the proportion of groundwater contributed to the xylem water of <italic>Haloxylon ammodendron</italic> and <italic>Haloxylon persicum</italic>. Artificial sand-fixing plants in the Tengger Desert absorbed and utilized water from different soil layers during different months (<xref ref-type="bibr" rid="B78">Zhao et&#xa0;al., 2019</xref>). Specific monthly variations were detected in the contributions of fog and dew water to diverse plants in the Namib Desert (<xref ref-type="bibr" rid="B65">Wang L. et&#xa0;al., 2019</xref>). Plants maximize their exploitation of limited water by altering water sources based on their root characteristics (<xref ref-type="bibr" rid="B63">Wang J. et&#xa0;al., 2019</xref>). WUE, defined as the ratio of carbon fixed through photosynthesis to water vapor loss through stomata, is vital for studying the interplay between atmosphere-leaf carbon and water cycle processes and plant survival adaptive responses (<xref ref-type="bibr" rid="B2">Blum, 2009</xref>; <xref ref-type="bibr" rid="B57">Shen et&#xa0;al., 2017</xref>). A high WUE ensures normal plant physiological life and development (<xref ref-type="bibr" rid="B20">Farquhar et&#xa0;al., 1989</xref>; <xref ref-type="bibr" rid="B63">Wang J. et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B6">Cao et&#xa0;al., 2020</xref>). In recent decades, researchers have identified diverse plant water use strategies that improve WUE by regulating stomatal conductance (<xref ref-type="bibr" rid="B22">Flexas et&#xa0;al., 2016</xref>). Water potential is a direct measure of plant water conditions or the degree of water deficit and reflects the plants&#x2019; access to water resources and their capacity to address environmental stresses (<xref ref-type="bibr" rid="B85">Zunzunegui et&#xa0;al., 2022</xref>). Leaf water potential (<italic>&#x3a8;</italic>), in particular, is the principal driver for stomatal conductance and photosynthetic carbon absorption (<xref ref-type="bibr" rid="B52">Novick et&#xa0;al., 2022</xref>), and can effectively be used to evaluate the trade-off between water-source use and plant water deficit (<xref ref-type="bibr" rid="B85">Zunzunegui et&#xa0;al., 2022</xref>). In addition, the hydraulic capacity of plants, that is, the water transfer efficiency from the root surface to the leaves, accurately determines <italic>&#x3a8;</italic> (<xref ref-type="bibr" rid="B35">Kangur et&#xa0;al., 2020</xref>). In water-stressed environments, isohydric species gradually close their stomata to strictly control <italic>&#x3a8;</italic>, whereas anisohydric species maintain their stomata open, making <italic>&#x3a8;</italic> drop sharply as water availability decreases. It is increasingly acknowledged that the water regulation mechanism is intensely regulated by plant-environment interactions, despite the degree of isohydricity or anisohydricity being an intrinsic characteristic of plants (<xref ref-type="bibr" rid="B12">Ding et&#xa0;al., 2021</xref>). The regression slopes of the predawn leaf water potential (<italic>&#x3a8;</italic>
<sub>pd</sub>) and midday leaf water potential (<italic>&#x3a8;</italic>
<sub>md</sub>) have gained attention for classifying plant water regulation strategies (<xref ref-type="bibr" rid="B47">Mart&#xed;nez-Vilalta et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B36">Lanning et&#xa0;al., 2020</xref>). Integrating plant water use patterns, WUE, and <italic>&#x3a8;</italic>, to identify plant water use strategies aids in a better comprehension of the diversity of plant species reactions to long-term aridity.</p>
<p>The desert lake-basin region is characterized by a dry weather, sparse rainfall, strong evaporation, and a harsh ecological environment. However, considerable natural vegetation continues to grow from the core of the lake basin to the periphery of the wind-formed dune land, which is distributed in a regular ring belt. Vegetation plays a major role in preserving the ecosystem stability of regions. Regional groundwater is relatively abundant, recharging lake and soil water, and the depth of the water table gradually decreases from the edge of the basin to its interior (<xref ref-type="bibr" rid="B58">Song, 2012</xref>). Space-time fluctuations in groundwater level control the regional distribution pattern of plant populations in the area and influence the stability and evolutionary trends of existing vegetation (<xref ref-type="bibr" rid="B58">Song, 2012</xref>). A total of 110 perennially waterlogged lakes remain in the Badain Jaran Desert (<xref ref-type="bibr" rid="B66">Wang et&#xa0;al., 2016</xref>), creating a unique landscape where lakes and mega-dunes coexist. The periphery of the lake basin predominantly contains <italic>Nitraria</italic> nebkhas (<xref ref-type="bibr" rid="B66">Wang et&#xa0;al., 2016</xref>), which attenuate wind and sand flows, trap sand particles, and prevent the forward movement of fluvial sand and land sanding. Furthermore, the groundwater table in the Badain Jaran Desert exhibits significant interannual fluctuations (<xref ref-type="bibr" rid="B29">Huang, 2018</xref>), that affect <italic>Nitraria tangutorum</italic> water use; however, the underlying mechanism remains unclear. Therefore, investigating the water use strategies of <italic>N. tangutorum</italic> in the lake basin area of the Badain Jaran Desert is necessary, not only to better appreciate the response of desert plants to variations in water availability but also to assess the sustainability and long-term stability of desert scrubs against the background of future climate changes. Water utilization by plants in the lake basin regions, as the central link of the soil-plant-atmosphere continuum (SPAC), can broaden our knowledge of the key ecohydrological processes in the lake basin regions of desert ecosystems.</p>
<p>This study investigated water use patterns of <italic>N. tangutorum</italic> in the lake-basin area of the Badain Jaran Desert using the stable isotope technique (IsoSource model), and simultaneously explored the spatial and temporal variation of leaf carbon isotope compositions (&#x3b4;<sup>13</sup>C) and <italic>&#x3a8;</italic> values to synthesize the water use strategies. The objectives of this study were to (1) investigate seasonal variations in water use patterns of <italic>N. tangutorum</italic>, (2) examine the response of WUE to water use patterns, (3) explore the response of <italic>&#x3a8;</italic> to water use patterns, and (4) integrate information on the water use strategies of <italic>N. tangutorum</italic>.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s3_1">
<label>2.1</label>
<title>Site description</title>
<p>The Badain Jaran Desert (39&#xb0;04&#x2032;15&#x2033;&#x2013;42&#xb0;12&#x2032;23&#x2033; N, 99&#xb0;23&#x2032;18&#x2033;&#x2013;104&#xb0;34&#x2032;02&#x2033; E) is positioned in the western part of the Inner Mongolia Autonomous Region, China, occupying an area of 5.2 &#xd7; 10<sup>4</sup>km<sup>2</sup>(<xref ref-type="bibr" rid="B82">Zhu et&#xa0;al., 2010</xref>). The Badain Jaran Desert is situated in the center of the Alashan desert, with a typical continental climate, average annual rainfall of 76.9 mm (<xref ref-type="bibr" rid="B46">Ma et&#xa0;al., 2014</xref>), and mean annual temperature of 7&#x2013;8&#xb0;C. Northwest and west winds prevail perennially, with an annual mean wind speed of 3.0&#x2013;4.5 m&#xb7;s<sup>-1</sup>, gradually intensifying from east to west. The desert has a wide range of mega-dunes, generally 150&#x2013;300 m in height and up to 430 m in height. Numerous small inland lakes are present in the lowlands between the mega-dunes, The lakeside zone consists mainly of saline lakes, and the surrounding zone is dominated by xerophytic and saline-tolerant plants, such as <italic>Phragmites australis</italic>, <italic>Glycyrrhiza uralensis</italic>, <italic>Achnatherum splendens, and N. tangutorum</italic>. Among these, <italic>N. tangutorum</italic> is the most widespread shrub in the lakeshore zone, and is an important building block species in desert and saline regions with high ecological, medicinal, and nutritional value (<xref ref-type="bibr" rid="B41">Liu et&#xa0;al., 2021</xref>).</p>
<p>This experiment was performed in the Badan Lake (39&#xb0;43&#x2032;19.31&#x2033; N, 102&#xb0;37&#x2032;1.74&#x2033; E, 1218 m) area in the southeastern part of the Badain Jaran Desert. Badan Lake includes the Badan East Lake and Badan West Lake. The former is a freshwater lake with less surrounding natural vegetation owing to tourism development in the area. The latter is a highly saline lake surrounded by shrubs and wetland grasses (<xref ref-type="bibr" rid="B44">Luo et&#xa0;al., 2017</xref>). The shrubs are primarily <italic>Nitraria</italic> nebkha species. The groundwater table in the lake basin region is 1.5&#x2013;2 m, with significant daily and seasonal fluctuations (<xref ref-type="bibr" rid="B29">Huang, 2018</xref>). <italic>Nitraria</italic> nebkhas at distances of 20, 50, and 100 m from the Badan West Lake shore were selected as the experimental sample sites.</p>
</sec>
<sec id="s3_2">
<label>2.2</label>
<title>Sample collection</title>
<p>Samples were collected from May to August 2020 during the growth period, once in the middle of each month (5.15-5.20; 6.11-6.16; 7.15-7.20; 8.13-8.18) for a total of four collections (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Suberized and non-green twigs of <italic>N. tangutorum</italic> were clipped into 3&#x2013;4 cm branch sections, and the phloem tissues were gently removed using tweezers. Then, these twigs were immediately put into airtight glass vials with screw-tops, sealed with Parafilm to avoid evaporation, and stored in a portable freezer at -20&#xb0;C. Leaves were collected, stored in envelopes, ventilated, and brought back to the laboratory for oven-drying. In parallel with plant sampling, soil samples were acquired around the marked plant individuals by excavating soil profiles, removing the surface dry sand layer (approximately 30&#x2013;100 cm thick) and collecting at 30 cm intervals from the appearance of a moist sand layer until groundwater emerged (approximately 1.2&#x2013;1.5 m in depth). If groundwater was not unearthed, eight layers were collected (0&#x2013;30, 30&#x2013;60, 60&#x2013;90, 90&#x2013;120, 120&#x2013;150, 150&#x2013;180, 180&#x2013;210, and 210&#x2013;240 cm), and three replicates were collected for each soil layer at each site. Each soil sample was separated into two pieces: one was immediately put into screw-top glass vials, wrapped with Parafilm, and kept at &#x2212;20&#xb0;C; the other was put into an aluminum box to measure the gravimetric soil water content (SWC), which was obtained by weighing <italic>in situ</italic> and then brought back to the laboratory to be dried in an oven at 105&#xb0;C to constant weight. After the samples were collected, the holes were backfilled with sand. Groundwater and lake water were sampled from the wells of pastoralists residing near (approximately 1 km) the experimental site and Badan Lake, respectively, using capped vials sealed with parafilm to prevent evaporation. A total of 819 soil isotope, 108 plant stem, 24 lake water, 12 groundwater, and 108 plant leaf samples were collected.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Daily precipitation, air temperature, and relative humidity in the Badain Jaran Desert during 2020 <bold>(A)</bold> and daily variations in air temperature and relative humidity on a typical sunny day during the sampling period <bold>(B-E)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g001.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>2.3</label>
<title>Isotopic analysis</title>
<p>A cryogenic vacuum distillation system was used to extract water from plant xylem and soil samples. The extraction glass tubes were covered by a heating unit at 95-100&#xb0;C, and the collection glass tubes were submerged in liquid nitrogen to capture the extracted water vapor. The vacuum pressure was 0.02 Pa. The procedure required 2&#x2013;3 h depending on the moisture content of the sample. The proportion of water derived from the xylem and soil reached 98%. The hydrogen and oxygen isotope compositions (&#x3b4;D and &#x3b4;<sup>18</sup>O) of all water samples were determined using an isotope ratio infrared spectroscopy (IRIS) system (LWIA, 912-0008-1001, Los Gatos Research Inc., Mountain View, CA, USA) with measured accuracies of 0.3 &#x2030; for &#x3b4;D, and 0.1 &#x2030; for &#x3b4;<sup>18</sup>O (<xref ref-type="bibr" rid="B81">Zhou et&#xa0;al., 2019</xref>). Given that organic contaminants in water derived from plant twigs interfere with the &#x3b4;D and &#x3b4;<sup>18</sup>O determinations by the IRIS system, the identification and quantification of organic contaminants were performed using spectral contamination post-processing software, and isotopic values of samples were corrected (<xref ref-type="bibr" rid="B56">Schultz et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B81">Zhou et&#xa0;al., 2019</xref>). The &#x3b4;<sup>13</sup>C in leaf samples was measured using an isotope ratio mass spectrometer (IRMS) (DELTA V Advantage, Thermo Fisher Scientific, Bremen, Germany) with an accuracy of 0.15 &#x2030; for &#x3b4;<sup>13</sup>C (<xref ref-type="bibr" rid="B63">Wang J. et&#xa0;al., 2019</xref>). The sample isotopic compositions are expressed as follows:</p>
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<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1000</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where X represents D, <sup>18</sup>O or <sup>13</sup>C, and <italic>R<sub>sample</sub>
</italic> and <italic>R<sub>standard</sub>
</italic> are the isotopic compositions (D/<sup>1</sup>H, <sup>18</sup>O/<sup>16</sup>O, and <sup>13</sup>C/<sup>12</sup>C ratios) of the sample and standard, respectively. The Vienna Standard Mean Ocean Water (V-SMOW) was used as the standard for D and <sup>18</sup>O and the Vienna Pee Dee Belemnite (V-PDB) was used as the standard for <sup>13</sup>C.</p>
</sec>
<sec id="s3_4">
<label>2.4</label>
<title>Quantification of the contribution of potential water sources to plants</title>
<p>The known &#x3b4;D and &#x3b4;<sup>18</sup>O values of water sources and plant xylem water allow the analysis of water sources absorbed by plants and to quantify the contributions of varying water sources. Based on the similarity in SWC, isotopic composition, and vertical and temporal variations of individual soil layers, the soil layers were aggregated into three main categories: shallow soil layer (0&#x2013;90 cm), middle soil layer (90&#x2013;180 cm), and deep soil layer (180&#x2013;240 cm) to facilitate follow-up analysis and comparison. The IsoSource model (<xref ref-type="bibr" rid="B54">Phillips and Gregg, 2003</xref>) was used to assess the proportions of various water sources absorbed by <italic>N. tangutorum</italic>. Considering the hydrogen isotopic fractionation of xerophytic plants (<xref ref-type="bibr" rid="B19">Ellsworth and Williams, 2007</xref>; <xref ref-type="bibr" rid="B77">Zhao et&#xa0;al., 2016</xref>) and hydrogen isotope biases produced by the cryogenic vacuum distillation system (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2020</xref>), we select only &#x3b4;<sup>18</sup>O values for the analysis and calculation of water sources.</p>
</sec>
<sec id="s3_5">
<label>2.5</label>
<title>Plant water potential</title>
<p>The <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and evening leaf water potential (<italic>&#x3a8;</italic>
<sub>en</sub>) were measured monthly with a pressure chamber water potential meter (Plant Moisture Stress; Corvallis, Oregon, USA) to assess plant water status. Three healthy, uniformly grown individuals from each site were selected and labeled. From each individual, three well-developed leaves without mechanical damage were cut and immediately placed into the pressure chamber to obtain <italic>&#x3a8;</italic>. <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>were measured before sunrise, at solar noon, and during the evening, respectively. Each sample site was measured 27 times per day for 3 consecutive days on sunny days in the middle of each month for a total of 4 months, yielding a total of 972 <italic>&#x3a8;</italic> data and 324 each of <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub> data.</p>
</sec>
<sec id="s3_6">
<label>2.6</label>
<title>Data analysis</title>
<p>Variations in the SWC and hydrogen and oxygen isotopic composition of soil water (&#x3b4;D<sub>s</sub>, and &#x3b4;<sup>18</sup>O<sub>s</sub>) with the soil depth and month were analyzed using two-way analysis of variance (ANOVA). Variances in the hydrogen and oxygen isotopic composition of plant xylem water (&#x3b4;D<sub>x</sub>, &#x3b4;<sup>18</sup>O<sub>x</sub>), &#x3b4;<sup>13</sup>C, <italic>&#x3a8;</italic> values, and water use were also detected using two-way ANOVA with the month and distance from the lake as the fixed effects. One-way ANOVA was conducted to identify monthly variations in the hydrogen and oxygen isotopic composition of groundwater and lake water (&#x3b4;D<sub>g</sub>, &#x3b4;<sup>18</sup>O<sub>g</sub>, &#x3b4;D<sub>l</sub>, and &#x3b4;<sup>18</sup>O<sub>l</sub>). Variations in the &#x3b4;<sup>13</sup>C, <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>values among months and distances from the lake were examined using one-way ANOVA with the <italic>post hoc</italic>Tukey&#x2019;s honestly significant difference (HSD) test. Pearson correlation analysis was performed to identify possible correlations between SWC, &#x3b4;<sup>13</sup>C, <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>values and the distance from the lake. Data analyses were conducted using the SPSS software (version 21.0; SPSS Inc., Chicago, IL, USA) and figures were constructed using the Origin 2017 software (OriginLab Corp., Northampton, MA, USA).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s4_1">
<label>3.1</label>
<title>Temporal and vertical variations in SWC</title>
<p>SWC in the <italic>N. tangutorum</italic>habitats varied significantly with distance from the lake (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), and a significant negative correlation was identified between SWC and distance from the lake (<italic>r</italic>= &#x2212;0.427, <italic>P</italic>&lt; 0.001, data not shown). Concurrently, SWC in the <italic>N. tangutorum</italic> habitats exhibited significant variation depending on soil depth (<italic>P</italic>&lt; 0.001) and month (<italic>P</italic>&lt; 0.001) at each study site (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). With increasing soil depth, SWC increased gradually with minor undulations (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), and thereafter rapidly increased as the depth increased closer to the groundwater table, especially at 20 m and 50 m from the lake (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A&#x2013;E</bold>
</xref>). SWC in the shallow, middle, and deep soil layers varied considerably across months (<italic>P</italic>&lt; 0.001) and distances from the lake (<italic>P</italic>&lt; 0.001) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The average SWC at each studied site was higher in May (20 m: 12.94%; 50 m: 3.64%; 100 m: 1.87%) and June (20 m: 8.40%; 50 m: 1.71%; 100 m: 1.45%) and lower in July (20 m: 7.00%; 50 m: 1.52%; 100 m: 1.27%) and August (20 m: 6.83%; 50 m: 0.90%; 100 m: 0.85%). The overall SWC value in each month was significantly higher at 20 m from the lake than at 50 m and over 100 m from the lake (<italic>P</italic>&lt; 0.001).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Vertical distribution of the soil water content (SWC) in <italic>Nitraria tangutorum</italic> habitats along different distances from the lake in the Badain Jaran Desert during the growing season of 2020. Rows one to three present the SWC at distances of 20, 50, and 100 m from the lake, respectively. Columns one to four present the SWC in May, June, July, and August, respectively. Data are expressed as means &#xb1; 1SE.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Two-way ANOVA results of the effects of the month, depth, and their interactions on the SWC, &#x3b4;D<sub>s</sub>, and &#x3b4;<sup>18</sup>O<sub>s</sub>values in the <italic>N. tangutorum</italic> habitats at different distances from the lake.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Position</th>
<th valign="top" rowspan="2" align="center">Source of variation</th>
<th valign="top" colspan="2" align="center">SWC (%)</th>
<th valign="top" colspan="2" align="center">&#x3b4;D<sub>s</sub>(&#x2030;)</th>
<th valign="top" colspan="2" align="center">&#x3b4;<sup>18</sup>O<sub>s</sub>(&#x2030;)</th>
</tr>
<tr>
<th valign="top" align="center">
<italic>F</italic>
</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
<th valign="top" align="center">
<italic>F</italic>
</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
<th valign="top" align="center">
<italic>F</italic>
</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="3" align="center">20 m from the lake</td>
<td valign="top" align="center">Month</td>
<td valign="top" align="center">784.933</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">278.261</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">548.394</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="center">Depth</td>
<td valign="top" align="center">1135.907</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">253.003</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">363.017</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="center">Month*Depth</td>
<td valign="top" align="center">95.686</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">31.587</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">28.289</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">50 m from the lake</td>
<td valign="top" align="center">Month</td>
<td valign="top" align="center">173.355</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">33.044</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">405.724</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="center">Depth</td>
<td valign="top" align="center">80.017</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">132.778</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">983.955</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="center">Month*Depth</td>
<td valign="top" align="center">45.068</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">26.363</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">132.195</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="center">100 m from the lake</td>
<td valign="top" align="center">Month</td>
<td valign="top" align="center">155.933</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">11.841</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">217.419</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="center">Depth</td>
<td valign="top" align="center">35.927</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">99.073</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">1261.273</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="center">Month*Depth</td>
<td valign="top" align="center">16.191</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">6.983</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">58.306</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT1_1">
<p>Significance levels: <italic>P</italic>&lt; 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Two-way ANOVA results of the effects of the month, distance from the lake, and their interactions on the SWC, &#x3b4;Ds, and &#x3b4;<sup>18</sup>Os of shallow, middle, and deep soils, and &#x3b4;D<sub>x</sub>, &#x3b4;<sup>18</sup>O<sub>x</sub>, &#x3b4;<sup>13</sup>C, <italic>&#x3a8;<sub>pd</sub>
</italic>, <italic>&#x3a8;<sub>md</sub>
</italic>, and <italic>&#x3a8;<sub>en</sub>
</italic>of <italic>N. tangutorum</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center"/>
<th valign="top" rowspan="2" align="center"/>
<th valign="top" colspan="3" align="center">SWC (%)</th>
<th valign="top" colspan="3" align="center">&#x3b4;D<sub>s</sub>(&#x2030;)</th>
<th valign="top" colspan="3" align="center">&#x3b4;<sup>18</sup>O<sub>s</sub>(&#x2030;)</th>
</tr>
<tr>
<th valign="top" align="center">Source of variation</th>
<th valign="top" align="center">shallow</th>
<th valign="top" align="center">middle</th>
<th valign="top" align="center">deep</th>
<th valign="top" align="center">shallow</th>
<th valign="top" align="center">middle</th>
<th valign="top" align="center">deep</th>
<th valign="top" align="center">shallow</th>
<th valign="top" align="center">middle</th>
<th valign="top" align="center">deep</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="2" align="center">Month</td>
<td valign="top" align="center">
<italic>F</italic>
</td>
<td valign="top" align="center">13.687</td>
<td valign="top" align="center">22.581</td>
<td valign="top" align="center">48.661</td>
<td valign="top" align="center">2.334</td>
<td valign="top" align="center">85.264</td>
<td valign="top" align="center">84.087</td>
<td valign="top" align="center">10.395</td>
<td valign="top" align="center">122.909</td>
<td valign="top" align="center">98.399</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>P</italic>
</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">0.102</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="center">Distance from the lake</td>
<td valign="top" align="center">
<italic>F</italic>
</td>
<td valign="top" align="center">11.522</td>
<td valign="top" align="center">73.981</td>
<td valign="top" align="center">1726.030</td>
<td valign="top" align="center">13.716</td>
<td valign="top" align="center">18.259</td>
<td valign="top" align="center">17.561</td>
<td valign="top" align="center">3.483</td>
<td valign="top" align="center">83.922</td>
<td valign="top" align="center">310.296</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>P</italic>
</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">0.019</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="center">Month*Distance from the lake</td>
<td valign="top" align="center">
<italic>F</italic>
</td>
<td valign="top" align="center">10.798</td>
<td valign="top" align="center">13.203</td>
<td valign="top" align="center">2.920</td>
<td valign="top" align="center">14.250</td>
<td valign="top" align="center">6.617</td>
<td valign="top" align="center">5.298</td>
<td valign="top" align="center">1.204</td>
<td valign="top" align="center">21.051</td>
<td valign="top" align="center">15.161</td>
</tr>
<tr>
<td valign="top" align="center">
<italic>P</italic>
</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">0.068</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.311</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<th valign="top" rowspan="2" align="center"/>
<th valign="top" rowspan="2" align="center"/>
<th valign="top" rowspan="2" align="center">&#x3b4;D<sub>x</sub>(&#x2030;)</th>
<th valign="top" rowspan="2" align="center">&#x3b4;<sup>18</sup>O<sub>x</sub>(&#x2030;)</th>
<th valign="top" rowspan="2" align="center">&#x3b4;<sup>13</sup>C (&#x2030;)</th>
<th valign="top" rowspan="2" align="center">
<italic>&#x3a8;<sub>pd</sub>
</italic>(MPa)</th>
<th valign="top" rowspan="2" align="center">
<italic>&#x3a8;<sub>md</sub>
</italic>(MPa)</th>
<th valign="top" rowspan="2" align="center">
<italic>&#x3a8;<sub>en</sub>
</italic>(MPa)</th>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
</tr>
<tr>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="center">Month</td>
<td valign="top" align="center">
<italic>F</italic>
</td>
<td valign="top" align="center">25.402</td>
<td valign="top" align="center">6.492</td>
<td valign="top" align="center">131.192</td>
<td valign="top" align="center">59.519</td>
<td valign="top" align="center">46.554</td>
<td valign="top" align="center">229.205</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">
<italic>P</italic>
</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">0.006</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="center">Distance from the lake</td>
<td valign="top" align="center">
<italic>F</italic>
</td>
<td valign="top" align="center">91.909</td>
<td valign="top" align="center">48.347</td>
<td valign="top" align="center">950.926</td>
<td valign="top" align="center">109.964</td>
<td valign="top" align="center">18.910</td>
<td valign="top" align="center">38.112</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">
<italic>P</italic>
</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" rowspan="2" align="center">Month*Distance from the lake</td>
<td valign="top" align="center">
<italic>F</italic>
</td>
<td valign="top" align="center">3.816</td>
<td valign="top" align="center">0.912</td>
<td valign="top" align="center">6.623</td>
<td valign="top" align="center">1.180</td>
<td valign="top" align="center">0.673</td>
<td valign="top" align="center">1.156</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="center">
<italic>P</italic>
</td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.503</td>
<td valign="top" align="center">&lt;0.001</td>
<td valign="top" align="center">0.350</td>
<td valign="top" align="center">0.672</td>
<td valign="top" align="center">0.362</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Significance levels: <italic>P</italic>&lt; 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4_2">
<label>3.2</label>
<title>Isotopic compositions of xylem water and potential water sources</title>
<p>The &#x3b4;D<sub>s</sub>values in soil water showed considerable differences with distance from the lake (<italic>P</italic>&lt; 0.001), which were most enriched at distances greater than 100 m from the lake and most depleted at a distance of 20 m from the lake. In addition, the &#x3b4;D<sub>s</sub>values in soil water differed considerably with month and depth at each experimental site (<italic>P</italic>&lt; 0.001) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). As indicated, the &#x3b4;D<sub>s</sub>values in the shallow soil layers exhibited strongly pronounced monthly variations (<italic>P</italic>&lt; 0.001), with smaller values occurring in May and June and larger values occurring in July and August. Conversely, no statistically significant monthly differences were detected in the &#x3b4;D<sub>s</sub>values of the deep soil layers (<italic>P</italic>&gt; 0.05). Moreover, the &#x3b4;D<sub>s</sub>values declined in fluctuation from the surface of the wet sand layer downward, rather than decreasing monotonically, although a remarkable decrease in the &#x3b4;D<sub>s</sub>values existed from the shallow to middle to deep soil layers (<italic>P</italic>&lt; 0.001). The variation trend in the &#x3b4;<sup>18</sup>O<sub>s</sub>values of soil water tended to be uniform with the &#x3b4;D<sub>s</sub>values. The slope of the soil water evaporation line (SWL) progressively declined with increasing distance from the lake (<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>Values of &#x3b4;D as a function of &#x3b4;<sup>18</sup>O from xylem water in <italic>Nitraria tangutorum</italic> and potential water sources, including soil water, groundwater, and lake water. SWL represents the soil water evaporation line which is fitted based on the isotopic values of soil water <bold>(A) </bold>soil water at a distance of 20 m from the lake: <italic>&#x3b4;D</italic>=3.59<italic>&#x3b4;<sup>18</sup>O</italic>-33.29, <italic>R<sup>2</sup> =</italic>0.69, <italic>P&lt;</italic>0.001; <bold>(B) </bold>soil water at a distance of 50 m from the lake: <italic>&#x3b4;D</italic>=2.93<italic>&#x3b4;<sup>18</sup>O</italic>-33.50, <italic>R<sup>2</sup> =</italic>0.72, <italic>P&lt;</italic>0.001; <bold>(C)</bold> soil water at a distance of 100 m from the lake: <italic>&#x3b4;D</italic>=2.15<italic>&#x3b4;<sup>18</sup>O</italic>-32.89, <italic>R<sup>2</sup> =</italic>0.57, <italic>P&lt;</italic>0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g003.tif"/>
</fig>
<p>The &#x3b4;D<sub>g</sub> and &#x3b4;<sup>18</sup>O<sub>g</sub> values of the groundwater varied significantly with time (<italic>P</italic>&lt; 0.05). However, considering the prominent monthly differences in isotopic signatures in other potential water sources, the &#x3b4;D<sub>g</sub> and &#x3b4;<sup>18</sup>O<sub>g</sub> in groundwater were relatively stable (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>&#xa0;5</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Hydrogen isotopic composition of xylem water and potential water sources for <italic>Nitraria tangutorum</italic>, including soil water, groundwater, and lake water in the Badain Jaran Desert during the growing season of 2020. Rows one to three present the &#x3b4;D values of xylem water and potential water sources at distances of 20, 50, and 100 m from the lake, respectively. Columns one to four present the &#x3b4;D values of xylem water and potential water sources in May, June, July, and August, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Oxygen isotopic composition of xylem water and potential water sources for <italic>Nitraria tangutorum</italic>, including soil water, groundwater, and lake water in the Badain Jaran Desert during the growing season of 2020. Rows one to three present the &#x3b4;<sup>18</sup>O values of xylem water and potential water sources at distances of 20, 50, and 100 m from the lake, respectively. Columns one to four present the &#x3b4;<sup>18</sup>O values of xylem water and potential water sources in May, June, July, and August, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g005.tif"/>
</fig>
<p>Significant monthly variations were detected in the &#x3b4;D<sub>l</sub>and &#x3b4;<sup>18</sup>O<sub>l</sub>values in west lake water (<italic>P</italic>&lt; 0.001). Nevertheless, the east lake water &#x3b4;<sup>18</sup>O<sub>l</sub>values exhibited notable monthly variations (<italic>P</italic>&lt; 0.001), although no substantial temporal variation was identified in the &#x3b4;D<sub>l</sub>values (<italic>P</italic>&gt; 0.05) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>&#xa0;5</bold>
</xref>).</p>
<p>The &#x3b4;D<sub>x</sub> and &#x3b4;<sup>18</sup>O<sub>x</sub>values of <italic>N. tangutorum</italic> both exhibited pronounced differences for two effects: month (<italic>P</italic>&lt; 0.001) and distance from the lake (<italic>P</italic>&lt; 0.01) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The patterns of monthly variation in the &#x3b4;D<sub>x</sub> and &#x3b4;<sup>18</sup>O<sub>x</sub>values were similar, with greater depleted values recorded in May and June and greater enriched values noted in July and August (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>&#xa0;5</bold>
</xref>). In addition, the &#x3b4;D<sub>x</sub>and &#x3b4;<sup>18</sup>O<sub>x</sub>values were the closest to those in the soil water and groundwater (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>&#xa0;5</bold>
</xref>), and their scatter points were located near the SWL and groundwater regions (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Accordingly, <italic>N. tangutorum</italic> may use soil and groundwater as its principal water sources at different distances from the lake.</p>
</sec>
<sec id="s4_3">
<label>3.3</label>
<title>IsoSource estimation of feasible contributions of potential water sources</title>
<p>Significant differences were identified in the proportion of shallow, middle, and deep soil water, and groundwater that contributed to <italic>N. tangutorum</italic> (<italic>P</italic>&lt; 0.05; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The IsoSource model revealed that <italic>N. tangutorum</italic> could absorb water from four potential water sources synchronously; however, the relative quantities differed depending on the month and distance from the lake. Groundwater was the primary contributor to <italic>N. tangutorum</italic> xylem water in May (63.8%) and August (53.5%) but not in June and July. In June, <italic>N. tangutorum</italic> depended on deep soil water (75.1%), whereas in July, soil water was mostly collected from different layers (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). From May to June, the percentage of groundwater contributing to <italic>N. tangutorum</italic> xylem water decreased significantly, with a considerable increase in the contribution of deep soil water. The water uptake pattern of <italic>N. tangutorum</italic> at 20 m from the lake differed from those at the other two study sites, especially with respect to the proportion of middle soil water, although <italic>N. tangutorum</italic> at the other two sites exhibited comparable uptake patterns. The proportion of middle soil water contributing to <italic>N. tangutorum</italic> at 20 <italic>m</italic> from the lake was higher than that at the other two study sites (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Seasonal variations in the mean percentage of different water sources used by <italic>Nitraria tangutorum</italic> along a distance gradient from the lake in the Badain Jaran Desert during the growing season of 2020. <bold>(A&#x2013;C)</bold> present data at distances of 20, 50, and 100 m from the lake, respectively. The data were acquired via the Iso-source model: shallow soil layer (0-90 cm), middle soil layer (90-180 cm), deep soil layer (180-240 cm), and groundwater.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g006.tif"/>
</fig>
</sec>
<sec id="s4_4">
<label>3.4</label>
<title>&#x3b4;<sup>13</sup>C values in plant leaves</title>
<p>The <italic>N. tangutorum</italic> leaf &#x3b4;<sup>13</sup>C values showed remarkable differences between two variables: month (<italic>P</italic>&lt; 0.001) and distance from the lake (<italic>P</italic>&lt; 0.001) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The mean leaf &#x3b4;<sup>13</sup>C value of <italic>N. tangutorum</italic> was &#x2212;25.70 &#xb1; 0.15 &#x2030;, ranging from &#x2212;27.36 &#x2030; to &#x2212;24.42 &#x2030;. The leaf &#x3b4;<sup>13</sup>C values at each experimental site exhibited monthly variations (<italic>P</italic>&lt; 0.001), with highly depleted values in May and June and highly enriched values in July and August. Furthermore, the <italic>N. tangutorum</italic> leaf &#x3b4;<sup>13</sup>C values showed significant differences among sites at different distances from the lake (<italic>P</italic>&lt; 0.001). The leaf &#x3b4;<sup>13</sup>C values at 20 m from the lake were generally lower than those of <italic>N. tangutorum</italic> at the other two study sites, and a remarkable positive correlation was identified between leaf &#x3b4;<sup>13</sup>C values and distance from the lake (<italic>r</italic>= &#x2212;0.824, <italic>P</italic>&lt; 0.001) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Temporal variations in the leaf &#x3b4;<sup>13</sup>C of <italic>Nitraria tangutorum</italic> along different distances from the lake in the Badain Jaran Desert during the growing season of 2020. <bold>(A)</bold>, <bold>(B)</bold>, and <bold>(C) </bold>present data at distances of 20, 50, and 100 m from the lake, respectively. Data are expressed as means &#xb1; 3SE. The different lowercase letters mean significant differences in leaf &#x3b4;<sup>13</sup>C among months in each studied site at the level <italic>P</italic>&lt; 0.05. The different uppercase letters express significant differences in leaf &#x3b4;<sup>13</sup>C across different distances from the lake within a sampling month at the level <italic>P&lt;</italic>0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g007.tif"/>
</fig>
</sec>
<sec id="s4_5">
<label>3.5</label>
<title>Plant leaf water potential</title>
<p>The <italic>&#x3a8;</italic>of <italic>N. tangutorum</italic> exhibited significant differences with the month (<italic>P</italic>&lt; 0.001) and distance from the lake (<italic>P</italic>&lt; 0.001) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Significant monthly variations in the <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>values were present for each experimental site (<italic>P</italic>&lt; 0.01), and notable differences in the <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>values across studied sites were also identified in most months (<italic>P</italic>&lt; 0.05) apart from the <italic>&#x3a8;</italic>
<sub>md</sub>in July and the <italic>&#x3a8;</italic>
<sub>en</sub>in June (<italic>P</italic>&gt; 0.05). The <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>values showed monotonically decreasing temporal patterns, being relatively high in May and June and low in July and August. Moreover, negative correlations existed between the <italic>&#x3a8;</italic>
<sub>pd</sub>, <italic>&#x3a8;</italic>
<sub>md</sub>, and <italic>&#x3a8;</italic>
<sub>en</sub>values of <italic>N. tangutorum</italic>and distance from the lake (<italic>r</italic>= &#x2212;0.708, <italic>P</italic>&lt; 0.001; <italic>r</italic>= &#x2212;0.425, <italic>P</italic>&lt; 0.05; <italic>r</italic>= &#x2212;0.289, <italic>P</italic>= 0.087, respectively) (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Temporal variations in the predawn (<italic>&#x3a8;</italic>
<sub>pd</sub>) <bold>(A-C)</bold>, midday (<italic>&#x3a8;</italic>
<sub>md</sub>) <bold>(D-F)</bold>, and evening (<italic>&#x3a8;</italic>
<sub>en</sub>) <bold>(G&#x2013;I)</bold> leaf water potentials for <italic>N. tangutorum</italic>along different distances from the lake in the Badain Jaran Desert during the growing season of 2020. Data are expressed as means &#xb1; 1SE. The different lowercase letters express significant differences in plant leaf water potential (<italic>&#x3a8;</italic>) among months in each studied site at the level <italic>P</italic>&lt; 0.05. The different uppercase letters indicate significant differences in plant leaf water potential across different distances from the lake within a sampling month at the level <italic>P</italic>&lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s5_1">
<label>4.1</label>
<title>Relationships among soil water, rainwater, lake water, groundwater, and plant xylem water</title>
<p>The &#x3b4;D values of rainfall in the experimental region varied from &#x2212;227 &#x2030; to &#x2212;20 &#x2030;, whereas the &#x3b4;<sup>18</sup>O values ranged from &#x2212;28.5 &#x2030; to &#x2212;1.3 &#x2030;, and the equation of the local meteoric water line (LMWL) was <italic>&#x3b4;D</italic>=7.90<italic>&#x3b4;<sup>18</sup>O</italic>+5.02 (<xref ref-type="bibr" rid="B5">Cao et&#xa0;al., 2021</xref>). The &#x3b4;D and &#x3b4;<sup>18</sup>O values of the soil water, lake water, and groundwater were all situated at the bottom right of this LMWL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), demonstrating that all these water sources were impacted by evaporation enrichment (<xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2021</xref>). As scarce local rainfall inputs cannot offset for the water loss (<xref ref-type="bibr" rid="B46">Ma et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B15">Dong et&#xa0;al., 2016</xref>), another recharge source is essential. There are conflicting opinions regarding the regional water cycle (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B74">Zhan et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B67">Wang et&#xa0;al., 2021</xref>). Some researchers have concluded that local rainfall does not contribute substantially to the regional water systems (<xref ref-type="bibr" rid="B10">Chen et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B15">Dong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Jin et&#xa0;al., 2018</xref>). <xref ref-type="bibr" rid="B67">Wang et&#xa0;al. (2021)</xref> demonstrated that infiltration of local precipitation significantly recharges groundwater. Considering the precipitation isotopic values from previous studies (<xref ref-type="bibr" rid="B34">Jin et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B5">Cao et&#xa0;al., 2021</xref>) and our results, we inferred that direct infiltration of regional rainfall to recharge the water system exists, but it is not a major recharge source. Lake water is primarily replenished by groundwater in desert hinterlands (<xref ref-type="bibr" rid="B14">Dong et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B33">Jiao et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B44">Luo et&#xa0;al., 2017</xref>). However, the groundwater recharge source is inconclusive; in addition to the modern local precipitation recharge hypothesis mentioned above, various other hypotheses can offer plausible explanations, including the neighboring area recharge hypothesis (<xref ref-type="bibr" rid="B69">Wu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Jin et&#xa0;al., 2018</xref>), paleowater recharge hypothesis (<xref ref-type="bibr" rid="B79">Zhao et&#xa0;al., 2012</xref>), and remote source recharge hypothesis (<xref ref-type="bibr" rid="B10">Chen et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B74">Zhan et&#xa0;al., 2018</xref>). Furthermore, year-round variations in lake and groundwater levels in this region are primarily constrained by changes in evapotranspiration, with the highest water levels occurring in winter and spring, followed by a decline, a minimum from July to August, and a continuous increase after September (<xref ref-type="bibr" rid="B43">Lu, 2013</xref>). Lake basin vegetation exploits the groundwater, leading to diurnal fluctuations in the water table (<xref ref-type="bibr" rid="B75">Zhang et&#xa0;al., 2020</xref>), with the highest water level at approximately 08:00 and the lowest level at approximately 16:00 (<xref ref-type="bibr" rid="B29">Huang, 2018</xref>).</p>
<p>The vertical profile of the soil water isotope composition integrates the processes involved in rainfall replenishment, groundwater recharge, blending with pre-existing water, and evaporation (<xref ref-type="bibr" rid="B60">Tang and Feng, 2001</xref>; <xref ref-type="bibr" rid="B3">Brooks et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Wang J. et&#xa0;al., 2019</xref>). Isotopic enrichment of the surface soil (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>&#xa0;5</bold>
</xref>) was influenced by evaporation (<xref ref-type="bibr" rid="B81">Zhou et&#xa0;al., 2019</xref>), as well as evaporative water vapor condensation (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2014</xref>), of which strong evaporation resulted in a lower SWC in this layer (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In comparison, the deeper soil water contains less heavy isotopes than the shallower layers, primarily attributable to the fact that deep soil layers were less influenced by evaporation and more affected by capillary upward recharge of groundwater containing light isotopes (<xref ref-type="bibr" rid="B70">Wu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Zhou et&#xa0;al., 2019</xref>). Additionally, plant water uptake from deep soil layers and fluctuating variations in the groundwater table accounted for the fluctuating changes in SWC in this layer. The SWC and isotopic composition of the deep soils exhibited higher temporal stability than those of the shallow soils, which is in accordance with previous studies (<xref ref-type="bibr" rid="B53">Penna et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B73">Yang et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B39">Li et&#xa0;al., 2019</xref>). The &#x3b4;D<sub>x</sub>and &#x3b4;<sup>18</sup>O<sub>x</sub>values in <italic>N. tangutorum</italic>xylem water were more similar to those in the soil water and groundwater (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>&#xa0;5</bold>
</xref>), exhibiting significant monthly variations according to different uptake ratios. A non-negligible point is that &#x3b4;D<sub>x</sub>values were more depleted than &#x3b4;<sup>18</sup>O<sub>x</sub>values compared with those of potential water sources, which numerous scholars have suggested may be due to the isotopic fractionation that occurs during root water uptake (<xref ref-type="bibr" rid="B19">Ellsworth and Williams, 2007</xref>; <xref ref-type="bibr" rid="B77">Zhao et&#xa0;al., 2016</xref>). However, a recent study found that this phenomenon is related to the cryogenic vacuum distillation system used to extract plant xylem water (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2020</xref>). This is something that should be explicitly considered when conducting research on plant water sources.</p>
</sec>
<sec id="s5_2">
<label>4.2</label>
<title>Variations in water use patterns</title>
<p>In this desert lake basin habitat, fluctuating variations in groundwater levels are responsible for significant differences in <italic>N. tangutorum</italic> water-use patterns and directly affected its growth (<xref ref-type="bibr" rid="B40">Li et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B84">Zolfaghar et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B81">Zhou et&#xa0;al., 2019</xref>). The IsoSource model revealed that <italic>N. tangutorum</italic> could access different water sources simultaneously; however, the percentages of the four potential water sources absorbed by <italic>N. tangutorum</italic> showed remarkable differences over time (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Overall, <italic>N. tangutorum</italic> mainly assimilated deep soil water and groundwater, which is in accordance with the inference of <xref ref-type="bibr" rid="B13">Dong et&#xa0;al. (2019)</xref>regarding the water source of <italic>N. tangutorum</italic>. Due to the shallow groundwater level in May, <italic>N. tangutorum</italic> absorbed groundwater extensively at different distances from the lake during this time (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B, C</bold>
</xref>). The surface soil layer of the <italic>N. tangutorum</italic> nebkha, 20 m from the lake, was the closest to the groundwater table, and groundwater was unearthed in the 120 cm soil layer in May. Soil layers close to the groundwater table remained moist owing to the capillary rise of groundwater (<xref ref-type="bibr" rid="B50">Naumburg et&#xa0;al., 2005</xref>); therefore, a sufficient water supply was observed in this layer in May, but the source of its uptake remained groundwater-dependent (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). As the groundwater table decreased, <italic>N. tangutorum</italic> alternated to drawing on deeper soil water in June to alleviate the water deficit triggered by a falling water table. Upon the depletion of deep soil water (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), this layer no longer met the growth requirements of <italic>N. tangutorum</italic>. Following this, <italic>N. tangutorum</italic> increased the uptake percentage of the middle soil water in July (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), which might be attributed to <italic>N. tangutorum</italic> activating fine roots in this soil layer. Subsequently, as <italic>N. tangutorum</italic> absorbed water from the soil profile, soil water availability was significantly diminished, and water uptake by <italic>N. tangutorum</italic> was hindered. This phenomenon might be primarily due to incomplete root-soil contact and increased hydraulic resistance, which constrainswater movement between the roots and soil (<xref ref-type="bibr" rid="B71">Wu et&#xa0;al., 2019</xref>). Temperature and drought stress further result in the dormancy of the surface root system or dehydration and death of fine roots, stimulating root growth in deep soils to absorb deep water sources (<xref ref-type="bibr" rid="B11">Dai et&#xa0;al., 2015</xref>). Thus, <italic>N. tangutorum</italic> may have increased the availability of deep soil water and groundwater in August (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>) by developing its deep tap roots (<xref ref-type="bibr" rid="B24">Granda et&#xa0;al., 2022</xref>). Continuous staged root growth is essential for improving soil WUE and overcoming water uptake restrictions caused by decreased soil water availability (<xref ref-type="bibr" rid="B21">Fernandez and Caldwell, 1975</xref>). The maximum growth rate of shrub roots in the arid zones is 3&#x2013;15 mm&#xb7;d<sup>-1</sup>(<xref ref-type="bibr" rid="B21">Fernandez and Caldwell, 1975</xref>). Variations in water availability may result in variations in root hydraulic architecture to integrate water signals from heterogeneous soil environments and continuously adjust water acquisition strategies (<xref ref-type="bibr" rid="B48">Maurel and Nacry, 2020</xref>). The hydraulic lifting effect of <italic>N. tangutorum</italic>&#x2019;s deep root system should not be ignored when adjusting water-use patterns (<xref ref-type="bibr" rid="B76">Zhao, 2007</xref>). Furthermore, in ecosystems where deep-rooted plants coexist with shallow-rooted plants that rely on the hydraulic lifting capacity of deep-rooted plants, shallow-rooted plants can indirectly use deep-water sources. In conclusion, <italic>N. tangutorum</italic> may respond to changes in groundwater depth by adjusting its root distribution to adapt to seasonal shifts in available water sources through rapid growth, activation, or dormancy of the root system at diverse depths (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>) to maximize water acquisition (<xref ref-type="bibr" rid="B3">Brooks et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B4">Brunner et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B24">Granda et&#xa0;al., 2022</xref>). This phenomenon of exploiting different water sources in different seasons is prevalent in desert plants ((<xref ref-type="bibr" rid="B11">Dai et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B27">Hao and Li, 2021</xref>; <xref ref-type="bibr" rid="B24">Granda et&#xa0;al., 2022</xref>), which enhances water stress tolerance under natural conditions and serves as an invaluable strategy for allowing desert plants to survive in arid habitats.</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>
<bold>(A, B)</bold> Photographs of <italic>N. tangutorum</italic>root systems.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g009.tif"/>
</fig>
<p>
<italic>N. tangutorum</italic> in the Ebinur Lake Basin mainly relied on surface soil water in spring, deep soil water in summer, and an increased percentage of middle soil water in autumn (<xref ref-type="bibr" rid="B27">Hao and Li, 2021</xref>), which is partially dissimilar to the results of this study. This difference may be primarily relevant to the replenishment of shallow soil water by spring snowmelt in the Ebinur Lake Basin, whereas the extremely low winter precipitation in the Badain Jaran Desert did not replenish shallow soil moisture. <italic>N. tangutorum</italic> on the Loess Plateau predominantly exploits water from the 0&#x2013;40 cm soil layer, principally because natural precipitation is the only water replenishment source in this habitat (<xref ref-type="bibr" rid="B64">Wang et&#xa0;al., 2013</xref>). Consequently, plants adopt various water-use patterns in different habitats to adapt to different water conditions. <italic>N. tangutorum</italic> mainly depended on groundwater for survival in this study (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), and its growth required a suitable groundwater level. Numerous scholars have explored suitable water table depths for <italic>N. tangutorum</italic> between 1.6-4.7 m using different methods (<xref ref-type="bibr" rid="B45">Ma and Wang, 2005</xref>; <xref ref-type="bibr" rid="B58">Song, 2012</xref>; <xref ref-type="bibr" rid="B80">Zhong et&#xa0;al., 2002</xref>). The groundwater in the lake basin region of the Badain Jaran Desert is buried at a depth of approximately 1.5&#x2013;2 m (<xref ref-type="bibr" rid="B29">Huang, 2018</xref>). However, <italic>N. tangutorum</italic> scrub dunes in the lake-basin region were taller, generally at 3.0&#x2013;5.0 m or higher, essentially exhibiting higher height with increasing distance from the lake. This finding, coupled with groundwater level fluctuations, may have contributed to the monthly variations in the water utilization patterns of <italic>N. tangutorum</italic>.</p>
</sec>
<sec id="s5_3">
<label>4.3</label>
<title>Variations in water use efficiency</title>
<p>WUE is intimately associated with water-use patterns, revealing the competitive strategies of plants under restricted water availability (<xref ref-type="bibr" rid="B59">Su and Shangguan, 2020</xref>). To a certain extent, &#x3b4;<sup>13</sup>C values can reflect the degree of plant water stress and WUE (<xref ref-type="bibr" rid="B16">Easlon et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B49">Mohale et&#xa0;al., 2014</xref>). Numerous studies have reported a significant positive correlation between &#x3b4;<sup>13</sup>C values and WUE (<xref ref-type="bibr" rid="B18">Ehleringer and Cooper, 1988</xref>; <xref ref-type="bibr" rid="B17">Ebdon et&#xa0;al., 1998</xref>). In this study, the space-time variations in the WUE (&#x3b4;<sup>13</sup>C) of <italic>N. tangutorum</italic> were fundamentally demonstrated as a possible response to the groundwater table, showing a highly significant positive correlation with the groundwater burial depth (<xref ref-type="bibr" rid="B13">Dong et&#xa0;al., 2019</xref>). As the groundwater table decreases, decreasing soil water availability or increasing temperatures throughout the growing season can cause structural and physiological changes in plants (<xref ref-type="bibr" rid="B61">Tong et&#xa0;al., 2019</xref>), which can alter their water-use strategies and improve WUE. Examples of these changes include smaller and thicker leaves, smaller specific leaf area, and higher leaf nitrogen content, thus achieving higher photosynthesis rates while reducing the evaporative area of a single leaf (<xref ref-type="bibr" rid="B68">Wang et&#xa0;al., 2017</xref>); development of longer fine roots, increased specific root length, and decreased water consumption (<xref ref-type="bibr" rid="B38">Li et&#xa0;al., 2023</xref>); and control of stomatal openness (<xref ref-type="bibr" rid="B23">Graham and Zhang, 2014</xref>), among others. As drought progresses, some plants display greater stomatal conductance variation, resulting in an increased plant WUE (<xref ref-type="bibr" rid="B37">L&#xe1;zaro-Nogal et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B32">Jiang et&#xa0;al., 2021</xref>). Some species obtain high carbon assimilation rates and maintain high WUE by reducing water loss through reduced stomatal conductance (<xref ref-type="bibr" rid="B72">Yang et&#xa0;al., 2018</xref>). Moreover, C<sub>3</sub> plant tissues subjected to water stress have higher WUE or &#x3b4;<sup>13</sup>C values than non-water stressed plant tissues (<xref ref-type="bibr" rid="B55">Santesteban et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B1">Bchir et&#xa0;al., 2016</xref>). In addition to water conditions, light and temperature can affect plant WUE (<xref ref-type="bibr" rid="B83">Zhu et&#xa0;al., 2015</xref>). The monthly variations in the WUE (&#x3b4;<sup>13</sup>C) of <italic>N. tangutorum</italic> in this research confirmed that the differences in light and water due to seasonal changes affected the plant WUE (<xref ref-type="bibr" rid="B57">Shen et&#xa0;al., 2017</xref>).</p>
<p>Plant leaf &#x3b4;<sup>13</sup>C values provided information about photosynthesis and transpiration (<xref ref-type="bibr" rid="B57">Shen et&#xa0;al., 2017</xref>), the main processes of water consumption in plants, while &#x3b4;<sup>18</sup>O<sub>x</sub>values in plants xylem water in this study indicated the sources of water. There was a non-significant positive correlation between the two (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10A</bold>
</xref>), indicating that <italic>N. tangutorum</italic> exhibited some increase in photosynthesis and WUE when using shallow water sources. The fractionation patterns of &#x3b4;<sup>18</sup>O values in plant water were driven by the transpiration process, which required us to obtain the &#x3b4;<sup>18</sup>O values of different plant parts and fit them with leaf &#x3b4;<sup>13</sup>C values to determine the dominant water use process. Although the &#x3b4;<sup>18</sup>O fractionation patterns of water in different parts of the plant were not obtained in this study, they ware supplemented with <italic>&#x3a8;</italic> at different times that were closely related to transpiration. The negative correlation between plant leaf &#x3b4;<sup>13</sup>C values and <italic>&#x3a8;</italic> (<xref ref-type="fig" rid="f10">
<bold>Figures&#xa0;10B&#x2013;D</bold>
</xref>) suggested that efficient plant water utilization is closely related to stomatal conductance and is dominated by transpiration processes. The highly significant negative correlation between <italic>&#x3a8;<sub>pd</sub>
</italic> and &#x3b4;<sup>13</sup>C values also suggested that water utilization is more efficient when plants are water-deprived. Although plant transpiration water consumption accounts for the majority of plant water consumption, photosynthesis water consumption should not be neglected. In the future, we should clarify the transpiration and photosynthesis water consumption and confirm the existence of stem water storage to establish the plant water balance equation in this habitat by determining the water source, water absorption, and the water consumption of each process, among others, and to more accurately determine the plant WUE and the dominant process of water use.</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Relationships between leaf &#x3b4;<sup>13</sup>C and &#x3b4;<sup>18</sup>O values from xylem water <bold>(A)</bold>, <italic>&#x3a8;</italic>
<sub>pd</sub>
<bold>(B)</bold>, <italic>&#x3a8;</italic>
<sub>md </sub>
<bold>(C)</bold>, and <italic>&#x3a8;</italic>
<sub>en </sub>
<bold>(D)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1240656-g010.tif"/>
</fig>
</sec>
<sec id="s5_4">
<label>4.4</label>
<title>Variations in plant water potentials</title>
<p>The <italic>&#x3a8;</italic>of <italic>N. tangutorum</italic> decreased according to month (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>) in response to an intensifying water deficit due to the declining groundwater table, which is related to <italic>N. tangutorum</italic> water use patterns. As water stress intensifies and the effective soil water is depleted, plants experience increasing difficulty in obtaining water. Under such circumstances, some plants exhibit sensitive stomatal behavior to keep a certain <italic>&#x3a8;</italic> by rapidly diminishing stomata opening, which reduces the photosynthetic rate, and it is typically referred to as isohydric behavior. In contrast, other plants leave a certain extent of stomata open to preserve a high photosynthetic rate, which is known as anisohydric behavior (<xref ref-type="bibr" rid="B36">Lanning et&#xa0;al., 2020</xref>). <xref ref-type="bibr" rid="B47">Mart&#xed;nez-Vilalta et&#xa0;al. (2014)</xref>developed a theoretical model by measuring <italic>&#x3a8;</italic>
<sub>pd</sub> and <italic>&#x3a8;</italic>
<sub>md</sub> to classify plants into four categories: strictly isohydric, partially isohydric, strictly anisohydric, and extremely anisohydric. However, in reality, plant water regulation always occurs on a continuum from conservative isohydric to adventurous anisohydric regulation. In the present study, based on the <italic>&#x3a8;</italic>
<sub>pd</sub> and <italic>&#x3a8;</italic>
<sub>md</sub>values, <italic>N. tangutorum</italic> mainly used anisohydric regulation and gradually shifted to isohydric regulation as soil water availability decreased. This phenomenon explains the space-time changes in the WUE (&#x3b4;<sup>13</sup>C) of <italic>N. tangutorum</italic> in this study. <xref ref-type="bibr" rid="B42">Long (2022)</xref>also discovered that the water regulation strategy of <italic>N. tangutorum</italic> gradually switched from anisohydric to isohydric regulation with decreasing SWC, and that its lethal mechanism changed from hydrodynamic failure into carbon starvation.</p>
<p>The <italic>&#x3a8;</italic>
<sub>en</sub>of <italic>N. tangutorum</italic> increased in May compared to that <italic>&#x3a8;</italic>
<sub>md</sub>, whereas it remained low in June&#x2013;August. This finding was predominantly associated with the daily temperature variation in different months in this region, with lower evening temperatures in May and higher evening temperatures in June&#x2013;August. In addition to water potential, hydraulic conductivity is a crucial indicator for analyzing water regulation strategies. To better understand the water regulation strategies of <italic>N. tangutorum</italic> under water stress conditions, future analyses should be conducted in conjunction with hydraulic characteristics such as hydraulic conductivity. Root, stem, and leaf hydraulic conductivity all affect the <italic>&#x3a8;</italic>. If the stem exhibits high water flow resistance, the root hydraulic conductivity characteristics have a restrictive impact on <italic>&#x3a8;</italic> (<xref ref-type="bibr" rid="B62">Turner, 1982</xref>). Even in cases of high stem water potential, the <italic>&#x3a8;</italic> will probably remain low when the inner hydraulic conductivity of the leaf remains low (<xref ref-type="bibr" rid="B51">Nissanka et&#xa0;al., 1997</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>In this study, the spatial and temporal variations in the water use patterns, WUE, and <italic>&#x3a8;</italic> of <italic>N. tangutorum</italic> were integrated to investigate water use strategies of the species in the lake basin regions of the Badain Jaran Desert. Soil water availability in the study region is constrained by periodic fluctuations in the groundwater level associated with precipitation recharge, pre-existing water mixing, and evapotranspiration processes. In the desert lake basin habitats, <italic>N. tangutorum</italic> mainly depends on groundwater for survival and may adapt to variations in water availability by assigning root functions at different depths, and absorbing different water sources in different months. With decreasing water availability, <italic>N. tangutorum</italic> continuously increased WUE and reduced <italic>&#x3a8;</italic> to ensure a constant water supply and reduce the impact of a water deficit. As water availability continued to decrease, the water regulation mechanism of <italic>N. tangutorum</italic> shifted from adventurous anisohydric regulation to conservative isohydric regulation to maintain its survival. This study highlights the diversity of desert plants responses to changes in water availability and presents valuable information for further investigation of the groundwater-lake-mega-dune-vegetation hydrological cycle in the Badain Jaran Desert.</p>
</sec>
<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>JQ and JS proposed the research and designed the experiments. JQ conducted field and laboratory measurements, analyzed the data, and wrote the manuscript. The other co-authors participated equally in the investigation, data analysis, and manuscript preparation and editing. JS, BJ, and CZ secured the funding. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by the Major Science and Technology Project in Inner Mongolia Autonomous region of China (No. Zdzx2018057), the Innovation Cross Team Project of Chinese Academy of Sciences, CAS (No. JCTD-2019-19), Transformation Projects of Scientific and Technological Achievements in Inner Mongolia Autonomous region of China (No. 2021CG0046), the Open Project in the Key Laboratory of Conservation and Utilization of Biological Resources in Tarim Basin, Xinjiang Production and Construction Corps (No. BRZD2202), the National Natural Science Foundation of China (No. 42001038), and the Project of Science and Technology Program of Alxa League: Ecosystem Health Assessment and Ecological Restoration Countermeasures of East Juyan Sea Wetland in the Tail of Heihe River.</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="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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>SWC, Gravimetric soil water content; &#x3b4;D<sub>x</sub>, Hydrogen isotopic composition of plant xylem water; &#x3b4;D<sub>s</sub>, Hydrogen isotopic composition of soil water; &#x3b4;D<sub>g</sub>, Hydrogen isotopic composition of groundwater; &#x3b4;D<sub>l</sub>, Hydrogen isotopic composition of lake water; &#x3b4;<sup>18</sup>O<sub>x</sub>, Oxygen isotopic composition of plant xylem water; &#x3b4;<sup>18</sup>O<sub>s</sub>, Oxygen isotopic composition of soil water; &#x3b4;<sup>18</sup>O<sub>g</sub>, Oxygen isotopic composition of groundwater; &#x3b4;<sup>18</sup>O<sub>l</sub>, Oxygen isotopic composition of lake water; SWL, Soil water evaporation line; <italic>&#x3a8;</italic>, Plant leaf water potential; <italic>&#x3a8;</italic>
<sub>pd</sub>, Predawn leaf water potential; <italic>&#x3a8;</italic>
<sub>md</sub>, Midday leaf water potential; <italic>&#x3a8;</italic>
<sub>en</sub>, Evening leaf water potential; &#x3b4;<sup>13</sup>C, Carbon isotopic composition of leaves; WUE, Water use efficiency.</p>
</fn>
</fn-group>
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