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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.2024.1370362</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>The dynamics of nocturnal sap flow components of a typical revegetation shrub species on the semiarid Loess Plateau, China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Fang</surname>
<given-names>Weiwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2325015"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Liu</surname>
<given-names>Jianbo</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1111015"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lu</surname>
<given-names>Nan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1405469"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Ruiping</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2397468"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Research Institute of Yellow Civilization and Sustainable Development and Collaborative Innovation Center of Henan Province, Henan University</institution>, <addr-line>Kaifeng</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Tianjin Key Laboratory of Water Resources and Environment, Tianjin Normal University</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</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: Martin Karl-Friedrich Bader, Linnaeus University, Sweden</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Furong Niu, University of Arizona, United States</p>
<p>Maierdang Keyimu, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences (CAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Nan Lu, <email xlink:href="mailto:nanlv@rcees.ac.cn">nanlv@rcees.ac.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1370362</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Fang, Liu, Lu and Li</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Fang, Liu, Lu and Li</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>The components of nighttime sap flux (En), which include transpiration (Qn) and stem water recharge (Rn), play important roles in water balance and drought adaptation in plant communities in water-limited regions. However, the quantitative and controlling factors of En components are unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>This study used the heat balance method to measure sap flow density in <italic>Vitex negundo</italic> on the Loess Plateau for a normal precipitation year (2021) and a wetter year (2022).</p>
</sec>
<sec>
<title>Results</title>
<p>The results showed that the mean values were 1.04 and 2.34&#xa0;g h<sup>-1</sup> cm<sup>-2</sup> for Qn, 0.19 and 0.45&#xa0;g h<sup>-1</sup> cm<sup>-2</sup> for Rn in 2021 and 2022, respectively, and both variables were greater in the wetter year. The mean contributions of Qn to En were 79.76% and 83.91% in 2021 and 2022, respectively, indicating that the En was mostly used for Qn. Although the vapor pressure deficit (VPD), air temperature (Ta) and soil water content (SWC) were significantly correlated with Qn and Rn on an hourly time scale, they explained a small fraction of the variance in Qn on a daily time scale. The main driving factor was SWC between 40-200&#xa0;cm on a monthly time scale for the Qn and Rn variations. Rn was little affected by meteorological and SWC factors on a daily scale. During the diurnal course, Qn and Rn initially both declined after sundown because of decreasing VPD and Ta, and Qn was significantly greater than Rn, whereas the two variables increased when VPD was nearly zero and Ta decreased, and Rn was greater than Qn.</p>
</sec>
<sec>
<title>Discussion</title>
<p>These results provided a new understanding of ecophysiological responses and adaptation of <italic>V. negundo</italic> plantations to increasing drought severity and duration under climate changes.</p>
</sec>
</abstract>
<kwd-group>
<kwd>nighttime transpiration</kwd>
<kwd>nighttime recharge</kwd>
<kwd>soil water content</kwd>
<kwd>stem water potential</kwd>
<kwd>Loess Plateau</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="12"/>
<word-count count="5475"/>
</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>As an important component of plant water physiology, nighttime sap flow (En) has been studied in various ecosystems and the contribution of En to total daily sap flow is approximately 1-28% across a range of habitats (<xref ref-type="bibr" rid="B61">Zeppel et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B45">Siddiq and Cao, 2018</xref>; <xref ref-type="bibr" rid="B23">Hayat et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B54">Yu et&#xa0;al., 2023</xref>). This value is naturally greater for water-limited regions because the higher En for stem water recharge to adapt the water scarcity (<xref ref-type="bibr" rid="B46">Snyder et&#xa0;al., 2003</xref>). En has been also considered to be potentially significant for water and surface hydrology (<xref ref-type="bibr" rid="B60">Zeppel et&#xa0;al., 2008</xref>), and plant and ecosystem carbon relationships (<xref ref-type="bibr" rid="B51">Wu et&#xa0;al., 2020</xref>). If potential changes in climate create warmer, drier conditions at night (increased vapor pressure deficit (VPD)), this would increase the percentage of En, especially under water-limited regions (<xref ref-type="bibr" rid="B46">Snyder et&#xa0;al., 2003</xref>). Therefore, nighttime water consumption patterns and plant physiological processes are important for understanding plant-species functioning in the future.</p>
<p>The response of En or nighttime stomatal conductance to VPD has been found to decline (<xref ref-type="bibr" rid="B7">Cavender-Bares et&#xa0;al., 2007</xref>), remain unchanged (<xref ref-type="bibr" rid="B2">Barbour et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>), or increase (<xref ref-type="bibr" rid="B57">Zeppel et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B51">Wu et&#xa0;al., 2020</xref>) with increasing VPD. The influence of soil moisture on En can be as low as nearly negligible (<xref ref-type="bibr" rid="B61">Zeppel et&#xa0;al., 2010</xref>), positive (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2020</xref>), or irrelevant (<xref ref-type="bibr" rid="B16">Fang et&#xa0;al., 2018</xref>). The En process involves nighttime transpiration (Qn) and stem water storage/refilling (Rn). The main reason may be that the environmental factors have different effects on Qn and Rn, leading to the different effect of environmental factors on En. Therefore, by analyzing the influencing factors for each component of En, the variation of En could be better clarified.</p>
<p>These two components of En have different effects on plant growth and survival (<xref ref-type="bibr" rid="B50">Wu et&#xa0;al., 2023</xref>). Qn can enhance nutrient supply to distal parts of plant crowns (<xref ref-type="bibr" rid="B42">Scholz et&#xa0;al., 2007</xref>), and transport O<sub>2</sub> to cells and nutrients to plants (<xref ref-type="bibr" rid="B10">Daley and Phillips, 2006</xref>). In addition, Qn represents a significant fraction of the total daily water loss (<xref ref-type="bibr" rid="B59">Zeppel et&#xa0;al., 2014</xref>), which influences the water balance for local and regional (<xref ref-type="bibr" rid="B9">Cirelli et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B31">Lombardozzi et&#xa0;al., 2017</xref>). Rn could maintain stomatal openness (<xref ref-type="bibr" rid="B11">de Dios et&#xa0;al., 2019</xref>) and promote transpiration and carbon fixation early at predawn (<xref ref-type="bibr" rid="B19">Fricke, 2019</xref>), supporting diurnal and seasonal transpiration in woody plants (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>), especially in water-limited regions (<xref ref-type="bibr" rid="B21">Guo et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B28">Li et&#xa0;al., 2023</xref>). Moreover, Rn could prevent the hydraulic failure and drought-induced mortality during the dry season (<xref ref-type="bibr" rid="B33">Maherali et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B35">Mitchell et&#xa0;al., 2008</xref>).</p>
<p>Because of the different physiological significance of Qn and Rn on plant survival, studies have quantified and analyzed the influencing factors of these two components. According to the positive relationship between the VPD and En (<xref ref-type="bibr" rid="B20">Fuentes et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B52">Yu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B30">Liu et&#xa0;al., 2023b</xref>), the relationship between VPD and En could determine the proportions of Qn and Rn. When VPD was low or close to zero, the values of En were almost the same as those of Rn. When En and VPD were strongly related, En was mainly used for Qn (<xref ref-type="bibr" rid="B17">Fisher et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B40">Phillips et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B45">Siddiq and Cao, 2018</xref>). Research has shown that the percentage of Rn to En can reach 40%-70% for <italic>Quercus douglasii</italic>, and the percentage of Qn to En is 30%-60% (<xref ref-type="bibr" rid="B17">Fisher et&#xa0;al., 2007</xref>). Because of the strong transpiration of the canopy during the day, the stem and leaf water potential decreased (<xref ref-type="bibr" rid="B7">Cavender-Bares et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B26">Kavanagh et&#xa0;al., 2007</xref>). Therefore, during the water potential gradient between the soil and plants, En was used for Rn to increase the leaf water potential and for water loss via cortex transpiration and cuticle transpiration (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2020</xref>). Before midnight, En was mainly used for Rn because of the difference between the root system and the soil of the tree after sunset; after midnight, En was used for Qn on semiaid and semihumid regions (<xref ref-type="bibr" rid="B44">Si et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B47">Su et&#xa0;al., 2022</xref>). Due to the controlling effect of leaf stomatal conductance on transpiration, Qn was deduced from the control of leaf stomatal conductance on whole transpiration during the day (<xref ref-type="bibr" rid="B4">Caird et&#xa0;al., 2007</xref>), while the stomata have different thresholds and sensitivities during the day and night (<xref ref-type="bibr" rid="B3">Buckley, 2005</xref>; <xref ref-type="bibr" rid="B37">Ogle et&#xa0;al., 2012</xref>).</p>
<p>Despite the growing body of literature documenting En and exploring its influencing factors, the ways in which the components of En vary with biophysical factors are still unclear. On the one hand, quantitative and dynamic characterization of these two processes is lacking. On the other hand, the relationships between En components and environmental factors are unclear. In the context of water shortage and climate change, studying the components of En is highly important to develop an in-depth understanding of the environmental response of plants and revealing the adaptability of plants, especially in water-limited regions. The objective of this study was to study the variation and influencing factors of the En components under contrasting soil moisture conditions, specifically, to (1) determine the amount and temporal dynamics of Qn and Rn at different time scales; (2) analyze the driving factors of Qn and Rn.</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>Study site</title>
<p>The study site was located in Yan&#x2019;an City, Shaanxi Province, China, in the Yangjuangou catchment (36&#xb0;42&#x2032;N, 109&#xb0;31&#x2032;E, 1298&#xa0;m in elevation) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), where 531&#xa0;mm of long-term mean annual rain occurred (from 1952-2012) and the mean temperature was 9.4&#xa0;&#xb0;C (<xref ref-type="bibr" rid="B29">Liu et&#xa0;al., 2023a</xref>). The original woody species were scarcely present because of intensive human activities. The site is dominated by the typical revegetated shrub species <italic>Vitex negundo</italic>, which is a perennial deciduous shrub that has been widely planted for ecological restoration since 1999 (<xref ref-type="bibr" rid="B55">Yuan et&#xa0;al., 2022</xref>), and the study plot experienced anthropogenic disturbances (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). The height of <italic>V. negundo</italic> ranged from 1.4 to 2.2&#xa0;m, with an average of 1.83&#xa0;m. The sample plot was mainly composed of 31 scattered stems, and the stem diameter ranged from ranged from 12.54 to 25.61&#xa0;mm, with average of 18.38&#xa0;mm. The stems of diameter 15-24&#xa0;mm, representing 80.65% of the total stems (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1E</bold>
</xref>), must have been responsible for the major part of the water use of <italic>V. negundo.</italic> The stems equipped with sap flow gauges were selected in this intermediated size range to represent of the most significant proportion of the stem population (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Location of the study area in the study plot of <italic>V. negundo</italic>. <bold>(A)</bold> The continuously recording meteorological station; <bold>(B)</bold> the position of sap flux density sensors; <bold>(C)</bold> the position of thermocouple stem psychrometer for stem water potential; <bold>(D)</bold> The sample plot of <italic>V. negundo</italic>; <bold>(E)</bold> the distribution of stem diameter of sample plot.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Profile of sample <italic>V. negundo</italic> shrubs used to conduct sap flux measurements.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Stem number</th>
<th valign="top" align="left">Stem diameter<break/>(mm)</th>
<th valign="top" align="left">Height (m)</th>
<th valign="top" align="left">Sapwood area (cm<sup>2</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">18.00</td>
<td valign="top" align="left">1.74</td>
<td valign="top" align="left">2.54</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">19.21</td>
<td valign="top" align="left">1.82</td>
<td valign="top" align="left">2.90</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">22.34</td>
<td valign="top" align="left">1.85</td>
<td valign="top" align="left">3.92</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Sap flow and stem water potential measurements</title>
<p>The En data of <italic>V. negundo</italic> individual stems were measured using the heat balance method because of its accuracy for shrub stems (<xref ref-type="bibr" rid="B14">Dugas et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B22">Hall et&#xa0;al., 1998</xref>). Different types of sensors were used according to the basal diameter of the stems (Dynamax Inc., Houston, TX, USA; Model SGA 13, and SGB 19). The theory and methodology of this method have been described in detail in previously study (<xref ref-type="bibr" rid="B56">Yue et&#xa0;al., 2008</xref>). Measurements were replicated using three individuals of <italic>V. negundo</italic>. The sap flow sensors were installed in each stem at the base (0.2&#xa0;m above the ground) and at the top (the section of the canopy branch) of the live crown (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Data were sampled every 10 s, averaged and recorded at 30&#xa0;min intervals. Measurements of sap flow density were made from June to September 2021 and 2022. Measurements began 2 days after the sensors were installed for data stability in June and continued until the end of September. Because the sap flux is correlated with tree size (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>), daily sap flux of the sample stems was normalized with the stem area (g h<sup>-1</sup> cm<sup>-2</sup>).</p>
<p>The stem water potential (&#x3a8;s, MPa) was automatically measured with thermocouple stem psychrometer (PSY, ICT International Pty., Australia). Thermocouple stem psychrometer could continuously record changes in plant water status, directly reflecting the energy needed by the plant to obtain water or the stress on the plant. According to the distribution of stem diameter in the sample plot, an ideal sample stem were selected with 18.42&#xa0;mm diameter, representing the mean stem diameter of sample plot. The psychrometer was installed at 160&#xa0;cm above the ground to measure the xylem water potential (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Before the instrument was installed, an installation section of 1cm wide and 5-6&#xa0;cm long of stem was scraped with a knife, which need connect to the psychrometer. It was rinsed 3-5 times using deionized water and then rubbed with paper towels to ensure complete drying. A silicone grease seal was used for the connection between the psychrometer and stem. The gauge was protected using a shield wrapping of several layers of aluminum foil to reduce the effect of weather. The data were recorded at 15-min intervals in 2022.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Partitioning En into Qn and Rn</title>
<p>The quantities of daily and hourly En and Qn were the products of the nighttime sap flux density at the base and top at daily and hourly times, respectively. If the quantity of stored water in the crown was lower than that in the stem, the sap flux at the top was taken as Qn (<xref ref-type="bibr" rid="B10">Daley and Phillips, 2006</xref>), while the sap flux at the base represented En. The values of stem Rn were defined as the discrepancies between En and Qn. Negative Rn values indicated water withdrawal, while positive Rn values indicated excess water refilling depleted water stores. The sums of instantaneous changes in stored water were calculated for daytime and nighttime on hourly and daily time scales during the 2021 and 2022 from June to September.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Environmental factor measurements</title>
<p>An automatic weather station was installed in the open area of the catchment at approximately 100 meters away from the experimental field and 1.7 meters above the ground (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Air temperature (Ta, &#xb0;C) and relatively humidity (RH, %) were measured using a HMP155 sensor (Vaisala, Finland). Solar radiation (Rs, W m<sup>-2</sup>) was monitored using a pyranometer (Model CNR 4, Kipp&amp; Zonen B. V, the Netherlands). All climatic data were measured once per minute and recorded every 30 minutes from June 1 to September 30. Rainfall amount (mm) was recorded using a tipping-bucket rain gauge (TBRG) (Model RG3-M, Onset Computer Corporation, USA) mounted. The vapor pressure deficit (VPD, kPa) was calculated based on a Ta and RH equation (<xref ref-type="bibr" rid="B5">Campbell and Norman, 1998</xref>). Volumetric soil water content (SWC, %) at the study site was measured using EC-5 soil moisture probes (Decagon Devices Inc., Pullman, WA, USA) that were installed at seven depths below the soil surface (10, 20, 40, 80, 120, 160, and 200&#xa0;cm). The environmental data were sampled and recorded at the same frequency as sap flow measurements.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analyses</title>
<p>To provide a conservative estimate of when stem refilling ceased, we used the time when radiation became &lt;5 W m<sup>-2</sup> or zero to define the beginning of the &#x2018;night-time&#x2019; period in this study.</p>
<p>To identify the relationships between En components and environmental factors, between Rn and daytime sap flow and predawn &#x3a8;s, general linear regressions (y=a+b&#xb7;x) were fitted to the data. Regression slopes were used as an indicator of overall sensitivity of Qn to the variation in biophysical variables. We applied one-way ANOVA to test the statistical significance of differences between Qn and Rn at a critical probability value of 0.05. Pearson&#x2019;s correlation coefficient was used to estimate associated pairwise relationships between all variables. Stepwise multiple regression analysis was used to examine the contribution of Ta, RH and SWC in different soil layers to explaining the variations of Qn. All statistical analyses were performed with the SPSS software package (Version 19.0 for windows, SPSS Inc., USA). Linear fits were performed in Origin (Version 8.0, OriginLab Corp., USA).</p>
<p>In order to minimize the effect of rain events on nighttime sap flow measurements, only data collected during the non-rainy parts of the growing season were included in the analysis (<xref ref-type="bibr" rid="B23">Hayat et&#xa0;al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Environmental variables in the study area</title>
<p>The nighttime VPD was higher in 2021 than in 2022 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>), while the opposite trend was observed for RH (<italic>p</italic>&lt;0.01) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Interannual variations in Ta and Rs exhibited no significant differences between the two years (<italic>p</italic>&gt;0.05), with interannual means (&#xb1; standard deviation) of 21.79 (&#xb1; 0.29)&#xb0;C, 202.68 (&#xb1; 6.10) W m<sup>&#x2212;2</sup>, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B, D</bold>
</xref>). These hydrometeorological variables were lower at night than during the day (<italic>p</italic>&lt;0.05). The total precipitation during the study period (June to September) was 371.40&#xa0;mm in 2021 (a normal year), 450.87&#xa0;mm in 2022 (a wetter year, 19.88% wetter than long-term average value (376.11&#xa0;mm from 1952-2012)). Ta at night showed significant differences between the two years (<italic>p</italic>=0.03) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). In general, the SWC in the three soil layers (0-40&#xa0;cm, 40-120&#xa0;cm, 120-200&#xa0;cm) in 2022 were significantly greater than those in 2021 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>) (<italic>p</italic>&lt;0.05).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Temporal variations in <bold>(A)</bold> mean daily vapor pressure deficit (VPD, kPa), <bold>(B)</bold> mean air temperature (Ta, &#xb0;C), <bold>(C)</bold> relatively humidity (RH, %), <bold>(D)</bold> daily solar radiation (Rs, W m-2) and <bold>(E)</bold> soil water content (SWC, %) at 0-40 cm, 40-120 cm, and 120-200 cm depth in the study area from June to September during 2021-2022.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Temporal variation of each En components</title>
<p>The values of Qn and Rn fluctuated during the growing season (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The daily whole-stem Qn values during clear days ranged from 0 to 41.45 and 0 to 52.94&#xa0;g cm<sup>&#x2212;2</sup> over the study period, with means of 4.68 (&#xb1; 0.59) and 10.53 (&#xb1; 1.31) g cm<sup>-2</sup> per day in the main growing seasons in 2021 and 2022, respectively. The mean values of Rn were 0.86 (&#xb1; 0.14) and 2.02 (&#xb1; 0.27) g cm<sup>-2</sup>, ranging from 0 to 5.84 and 0 to 9.80&#xa0;g cm<sup>-2</sup> in 2021 and 2022, respectively.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The temporal variation of Qn and Rn <bold>(A)</bold> and the values of Qn/En and Rn/En <bold>(B)</bold> during the study period. Black parts represent no values or the values were zero.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g003.tif"/>
</fig>
<p>On monthly and interannual time scales, Qn was significantly greater than Rn (<italic>p</italic>&lt;0.05). Qn and Rn were both significantly greater in 2022 than in 2021 (<italic>p</italic>&lt;0.01), except for Qn in July. The maximum values of Qn and Rn were 15.89&#xa0;g cm<sup>-2</sup> day<sup>-1</sup> in Sep 2022 and 2.55&#xa0;g cm<sup>-2</sup> day<sup>-1</sup> in June 2022, respectively. The monthly mean values of Qn and Rn were 7.92 and 1.29&#xa0;g day<sup>-1</sup> cm<sup>-2</sup> in 2021, 9.62 and 2.18&#xa0;g day<sup>-1</sup> cm<sup>-2</sup> in 2022. The ratio of Qn/En was lower in 2021 (79.76%) than in 2022 (83.91%) (<italic>p</italic>=0.03). The average values of Qn/En and Rn/En in in two years were 81.83% and 18.17%, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The interannual variation of Qn and Rn <bold>(A)</bold> and the mean percentage of Qn and Rn to En <bold>(B)</bold> during 2021-2022.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Diurnal variation in Rn and &#x3a8;s</title>
<p>The time series for five days from July 4 to 8 in 2022 were chosen to provide typical basal and crown En and &#x3a8;s patterns on clear sunny days. During the morning hours, the water balance of the shrub stem between the base and top was positive, the inflow from the lowermost stem was lower than the outflow to the upper stem (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>), and &#x3a8;s was relatively high at predawn. The balance became negative when the input into the stem was lower than the output into the stem until approximately after 9 p.m. with decreasing &#x3a8;s. Plant depleted water storage was recharged at night until the early morning hours of the next day transpiration resumed. En returned to almost zero before sunrise. The &#x3a8;s decreased from sunrise until the afternoon at approximately 6 p.m., with a minimum of -1.24 MPa (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Then, &#x3a8;s increased until predawn, corresponding to the recharge period of the stem.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Diurnal course of crown and basal sap flux <bold>(A)</bold> and the difference between basal and crown sap flux and stem water potential <bold>(B)</bold> in a sample shrub of <italic>V. negundo</italic> from July 4 to 8 in 2022. Black lines represent the sap flux at the base of live crown and grey lines represent sap flux at 160&#xa0;cm height. The water storage flux is calculated as the difference between sap flux at the base of the live crown and sap flux at 160&#xa0;cm height.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>The influencing factors on sap flow components</title>
<sec id="s3_4_1">
<label>3.4.1</label>
<title>Environmental controls on Qn and Rn</title>
<p>The correlation coefficient (R) of the Qn and environmental factors differed on different time scales. On an hourly time scale, Qn and Rn were affected by Ta, VPD, RH and SWC in different layers. On a daily time scale, Qn was negatively correlated with RH and SWC<sub>0-120 cm</sub> in 2021 and with VPD, Ta and SWC in 2022. Qn increased with increasing SWC, whereas Rn was not affected by meteorological or SWC factors (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). On the monthly time scale, Qn and Rn were affected by the SWC in the 40-200&#xa0;cm layer, not by meteorological factors (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Correlations between daily Qn and Rn of <italic>V. negundo</italic> and air temperature (Ta), relatively humidity (RH), vapor pressure deficit (VPD), soil water content at different layers in 2021 and 2022.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Year</th>
<th valign="middle" align="left"/>
<th valign="middle" align="left"/>
<th valign="middle" align="left">Qn</th>
<th valign="middle" align="left">Rn</th>
<th valign="middle" align="left">Ta</th>
<th valign="middle" align="left">RH</th>
<th valign="middle" align="left">VPD</th>
<th valign="middle" align="left">SWC<sub>0-40cm</sub>
</th>
<th valign="middle" align="left">SWC<sub>40-120cm</sub>
</th>
<th valign="middle" align="left">SWC<sub>120-200cm</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">2021</td>
<td valign="middle" align="left">Hourly</td>
<td valign="middle" align="left">Qn</td>
<td valign="middle" align="left">&#x2013;&#x2013;</td>
<td valign="middle" align="left">0.39<sup>**</sup>
</td>
<td valign="middle" align="left">0.28<sup>**</sup>
</td>
<td valign="middle" align="left">-0.46<sup>**</sup>
</td>
<td valign="middle" align="left">0.41<sup>**</sup>
</td>
<td valign="middle" align="left">0.01</td>
<td valign="middle" align="left">0.14<sup>**</sup>
</td>
<td valign="middle" align="left">0.20<sup>**</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Rn</td>
<td valign="middle" align="left">0.39<sup>**</sup>
</td>
<td valign="middle" align="left">&#x2013;&#x2013;</td>
<td valign="middle" align="left">0.13<sup>**</sup>
</td>
<td valign="middle" align="left">-0.20<sup>**</sup>
</td>
<td valign="middle" align="left">0.20<sup>**</sup>
</td>
<td valign="middle" align="left">-0.04</td>
<td valign="middle" align="left">0.10<sup>*</sup>
</td>
<td valign="middle" align="left">0.16<sup>*</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Daily</td>
<td valign="middle" align="left">Qn</td>
<td valign="middle" align="left">&#x2013;&#x2013;</td>
<td valign="middle" align="left">0.54<sup>**</sup>
</td>
<td valign="middle" align="left">-0.14</td>
<td valign="middle" align="left">-0.44<sup>**</sup>
</td>
<td valign="middle" align="left">0.20</td>
<td valign="middle" align="left">0.40<sup>**</sup>
</td>
<td valign="middle" align="left">0.34*</td>
<td valign="middle" align="left">0.23</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Rn</td>
<td valign="middle" align="left">0.54<sup>**</sup>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">0.17</td>
<td valign="middle" align="left">-0.20</td>
<td valign="middle" align="left">0.22</td>
<td valign="middle" align="left">-0.07</td>
<td valign="middle" align="left">0.01</td>
<td valign="middle" align="left">0.23</td>
</tr>
<tr>
<td valign="middle" align="left">2022</td>
<td valign="middle" align="left">Hourly</td>
<td valign="middle" align="left">Qn</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">0.73<sup>**</sup>
</td>
<td valign="middle" align="left">-0.02</td>
<td valign="middle" align="left">-0.35<sup>**</sup>
</td>
<td valign="middle" align="left">0.25<sup>**</sup>
</td>
<td valign="middle" align="left">0.12<sup>**</sup>
</td>
<td valign="middle" align="left">0.21<sup>**</sup>
</td>
<td valign="middle" align="left">0.29<sup>**</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Rn</td>
<td valign="middle" align="left">0.73</td>
<td valign="middle" align="left">&#x2013;&#x2013;</td>
<td valign="middle" align="left">0.03</td>
<td valign="middle" align="left">-0.24<sup>**</sup>
</td>
<td valign="middle" align="left">0.17<sup>**</sup>
</td>
<td valign="middle" align="left">0.16<sup>**</sup>
</td>
<td valign="middle" align="left">0.20<sup>**</sup>
</td>
<td valign="middle" align="left">0.21<sup>**</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Daily</td>
<td valign="middle" align="left">Qn</td>
<td valign="middle" align="left">&#x2013;&#x2013;</td>
<td valign="middle" align="left">0.70<sup>**</sup>
</td>
<td valign="middle" align="left">0.45<sup>**</sup>
</td>
<td valign="middle" align="left">0.19</td>
<td valign="middle" align="left">0.30<sup>*</sup>
</td>
<td valign="middle" align="left">0.29<sup>*</sup>
</td>
<td valign="middle" align="left">0.43<sup>*</sup>
</td>
<td valign="middle" align="left">0.51<sup>*</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
</td>
<td valign="middle" align="left">
</td>
<td valign="middle" align="left">Rn</td>
<td valign="middle" align="left">0.70<sup>**</sup>
</td>
<td valign="middle" align="left">&#x2013;&#x2013;</td>
<td valign="middle" align="left">0.10</td>
<td valign="middle" align="left">0.16</td>
<td valign="middle" align="left">0.06</td>
<td valign="middle" align="left">0.16</td>
<td valign="middle" align="left">0.17</td>
<td valign="middle" align="left">0.26</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>** Significant at p&lt;0.01, *significant at p&lt;0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Sensitivity of Qn and Rn to soil moisture in different soil layers (0-40&#xa0;cm <bold>(A)</bold>, 40-120&#xa0;cm <bold>(B)</bold> and 120-200&#xa0;cm <bold>(C)</bold>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g006.tif"/>
</fig>
<p>Environmental factors did not adequately explain the amount of Qn. The factors RH and SWC explained 37% of the variation in Qn in 2021. The SWC alone explained 27% of the variation in Qn in 2022. The explanation of the SWC was more significant in wetter years (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Regression analysis models of nocturnal transpiration (Qn) versus air temperature (Ta), relatively humidity (RH) and soil water content (SWC) in different soil layers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Year</th>
<th valign="top" rowspan="2" align="left">Equation</th>
<th valign="top" rowspan="2" align="left">Adjusted R<sup>2</sup>
</th>
<th valign="top" colspan="2" align="left">Explanation degree</th>
</tr>
<tr>
<th valign="top" align="left">Meteorological</th>
<th valign="top" align="left">SWC</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">Qn =2.281-0.025RH+0.054SWC<sub>0-40cm</sub>
</td>
<td valign="top" align="left">0.37</td>
<td valign="top" align="left">19%</td>
<td valign="top" align="left">18%</td>
</tr>
<tr>
<td valign="top" align="left">2022</td>
<td valign="top" align="left">Qn =-4.89&#xa0;+&#xa0;0.48SWC<sub>120-200cm</sub>
</td>
<td valign="top" align="left">0.27</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">27%</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4_2">
<label>3.4.2</label>
<title>The mutual effect of Qn and Rn</title>
<p>Daily Qn and Rn also influenced with each other, and the correlation coefficient increased with increasing precipitation (R=0.54 in 2021, R=0.70 in 2022) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Qn and Rn also exhibited synergistic relationships. When the night was rainless, Qn and Rn both showed a decreasing trend, which was similar to the change in VPD, and Qn was greater than Rn (<italic>p</italic>&lt;0.05). When VPD and wind speed were nearly zero, Qn increased with the increasing Rn, and Rn was greater than Qn (<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>Mean values and temporal variation of Qn and Rn during the night of Jul 13 <bold>(A)</bold> and Sep 6 <bold>(B)</bold> in 2021.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g007.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>The magnitude and occurrence of Qn and Rn</title>
<p>In our experiment, the mean hourly Qn and Rn values were 1.65 and 0.31&#xa0;g cm<sup>-2</sup>, respectively, and the two fluxes were both greater in the wet year. The mean percentage of Qn to En in this study was 81.83%. Consequently, Qn was the predominant contributor to En during the study period. Although the percentages of En to daytime sap flow were greater in water-limited regions (<xref ref-type="bibr" rid="B46">Snyder et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>), the proportions of Qn and Rn to En did not reach the same conclusion in previous studies. Some studies have shown that En is mainly used for refilling water in trunks. Researchers have shown that the percentage of Rn to En was 40%-70% for <italic>Quercus douglasii</italic> (<xref ref-type="bibr" rid="B17">Fisher et&#xa0;al., 2007</xref>), ranging from 14.7 to 30.3% for <italic>Acacia mangium</italic> (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>), and approximately 90% for <italic>Acer truncatum</italic> (<xref ref-type="bibr" rid="B51">Wu et&#xa0;al., 2020</xref>), indicating a greater allocation of En to Rn. In temperate woodlands, Qn/En was 50-70% for two co-occurring evergreen species (<italic>Eucalyptus parramattensis</italic> and <italic>Angophora bakeri</italic>) (<xref ref-type="bibr" rid="B61">Zeppel et&#xa0;al., 2010</xref>). Studies showed that Rn was strongly affected by tree features, with the exception of environmental factors, such as plant size (<xref ref-type="bibr" rid="B24">Horna et&#xa0;al., 2011</xref>); plant sapwood (<xref ref-type="bibr" rid="B6">Carrasco et&#xa0;al., 2015</xref>); basal area (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>) and plant canopy (<xref ref-type="bibr" rid="B49">Williams et&#xa0;al., 2021</xref>), which exhibited greater capacitance. Because of the significance of Rn for daytime water loss, the amount of water stored is greater for trees than for shrubs. The volume of leaves and small branches above the top sensor were not considered, which may lead to underestimation of stem refilling volume in this study.</p>
<p>Studies have observed that stem refilling for <italic>Eucalyptus saligna</italic> finishes by 23:00 h because daytime water use causes a deficit in the internal water storage of plants (<xref ref-type="bibr" rid="B10">Daley and Phillips, 2006</xref>; <xref ref-type="bibr" rid="B58">Zeppel et&#xa0;al., 2011</xref>), which can be recharged through nighttime stem refilling for tree species. However, in the present study, the refilling of capacitors increased from dusk to predawn, while &#x3a8;s stopped increasing until predawn, suggesting that the nocturnal recharge of stem water storage was essentially complete during the night (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The correlation between Qn and Rn and its variations suggested that water recharge and transpiration were synchronous at night (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). Research has also shown that there is no discernible distinction between Qn and Rn during the process of En (<xref ref-type="bibr" rid="B10">Daley and Phillips, 2006</xref>; <xref ref-type="bibr" rid="B25">Huang et&#xa0;al., 2017</xref>). Therefore, using only the time to distinguish Qn from Rn would introduce error.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>The affecting factors of Qn and Rn</title>
<sec id="s4_2_1">
<label>4.2.1</label>
<title>Meteorological and SWC factors</title>
<p>Our results showed that the Qn of <italic>V. negundo</italic> was influenced by the combination of meteorological and SWC factors. The variance in Qn in the model explained by RH and SWC was 37%, which was relatively greater than that explained by RH alone. The response of Rn or En to VPD was observed in many studies (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B51">Wu et&#xa0;al., 2020</xref>), because a high VPD affected the differences in water potential between the leaves and atmosphere, leading to the occurrence of Qn (<xref ref-type="bibr" rid="B26">Kavanagh et&#xa0;al., 2007</xref>). The sensitivity of En to VPD was also not significant for <italic>A. mangium</italic> (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>). The reason may be that the effect of SWC overwrites that of VPD on daily time scale. The initial variation patterns of Qn and Rn were similar to the variation in VPD during the first 3-4&#xa0;h after dusk (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>), indicating that the driving factors of Qn were meteorological factors at the hourly time scale. Qn and Rn occurred simultaneously (<xref ref-type="bibr" rid="B10">Daley and Phillips, 2006</xref>) and the positive correlation between Qn and Rn suggested that Qn may drive the Rn processes. Additionally, the correlation between Qn and Rn was more significant in relatively wetter years (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). This suggested that higher En in 2022 increased Qn, which drove increased Rn, and Rn was greater in 2022.</p>
<p>Because the effects of SWC on Qn and Rn differed, the response of En to SWC was not conclusive (<xref ref-type="bibr" rid="B61">Zeppel et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2020</xref>). The contributions of Rn to En were 20.24% in 2021 and 16.09% in 2022, which were greater in the normal year than in the wet year. Notably, the ratios of En to daytime sap flow were greater in water-limited regions, such as the western United States (10-32%) (<xref ref-type="bibr" rid="B46">Snyder et&#xa0;al., 2003</xref>), northwestern Australia (<xref ref-type="bibr" rid="B39">Pfautsch et&#xa0;al., 2011</xref>) and a Mediterranean holm oak forest (<xref ref-type="bibr" rid="B1">Barbeta et&#xa0;al., 2012</xref>). A study showed that the En of paper birch was mostly used for Qn under adequate SWC conditions (<xref ref-type="bibr" rid="B10">Daley and Phillips, 2006</xref>). The effect of SWC on Qn was high in wet year (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), so Qn increased when the rainfall amount increased. The value of Rn was not influenced by meteorological factors in either wet or dry year. The occurrence of Qn and Rn was synchronous, so Rn simultaneously increased with Qn and was correlated with SWC in wet years. Under dry conditions, the opening of stomatal conductance decreased, which weakened the penetration ability of water to plant leaves and reduced Qn (<xref ref-type="bibr" rid="B13">Donovan et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B32">Ludwig et&#xa0;al., 2006</xref>). This is consistent with the greater allocation of En to Qn, decreasing the value of Rn/En in wet years.</p>
</sec>
<sec id="s4_2_2">
<label>4.2.2</label>
<title>Endogenous regulation</title>
<p>The influence of SWC on Rn did not adequately explain the variation in Qn on the daily time scale in this study. When VPD was nearly zero, an increase in Rn initially occurred, followed by an increase in Qn (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). We suggest that the effect of circadian dynamics overwrites the effect of VPD under certain circumstances. Studies have shown that the endogenous regulation of stomatal conductance, regarded as circadian-driven regulation, affects the water use of whole trees at night (<xref ref-type="bibr" rid="B4">Caird et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B15">Easlon and Richards, 2009</xref>). The variation in Rn in this study indicated that the endogenous regulation also drove the variation in Rn.</p>
<p>The occurrences of Qn and Rn at an hourly time scale were synchronous regardless of the major or minor effect of meteorological factors. When the effect of meteorological conditions on Qn was minor, Rn was greater than Qn, and Rn drove Qn by circadian clock; moreover, the effect and explanation of endogenous regulation on Rn variation was not conclusive. <xref ref-type="bibr" rid="B12">de Dios et&#xa0;al. (2013)</xref> reported that stomatal opening occurs 3-12&#xa0;h after dusk with decreasing VPD because of physiological mechanisms. The percentage of the circadian clock explained by En was 23%-56% in controlled experiment (<xref ref-type="bibr" rid="B12">de Dios et&#xa0;al., 2013</xref>). We propose further studies to examine the combined effect of environmental factors and endogenous regulation on whole-tree water use under natural conditions.</p>
</sec>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>The significance of Qn and Rn</title>
<p>Variation in the components of En may be an adaptation in response to resource deficiencies and may provide eco-physiological advantages for plant growth. In this study, En is mainly used for Qn. Thus, in species like <italic>V. negundo</italic>, increased evaporation demand during the night may affect the plant water use and ecological water balance of plant ecosystem (<xref ref-type="bibr" rid="B31">Lombardozzi et&#xa0;al., 2017</xref>). Studies also proposed the Qn may improve oxygen supply to the sap wood or prevent of CO<sub>2</sub> build-up in leaves during the night (<xref ref-type="bibr" rid="B34">Marks and Lechowicz, 2007</xref>), reduce leaf surface temperature (<xref ref-type="bibr" rid="B38">Peraudeau et&#xa0;al., 2015</xref>). It may also transport nutrients to the roots and distal parts of the plant, which is important in nutrient-limited but water-sufficient areas (<xref ref-type="bibr" rid="B42">Scholz et&#xa0;al., 2007</xref>). In water-limited areas, Qn may reduce the water potential of plant leaves and inhibit hydraulic redistribution.</p>
<p>Although Rn was a small fraction of En in this study, the predawn &#x3a8;s in 2022 and the daytime sap flow in both years were positively correlated with Rn (R<sup>2</sup>&#xa0;=&#xa0;0.38, <italic>p</italic>&lt;0.01 for predawn &#x3a8;s; R<sup>2&#xa0;</sup>=&#xa0;0.31, <italic>p</italic>&lt;0.01 for daytime sap flow) (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>), which may facilitate stomatal opening and subsequent carbon fixation during the early morning. Our results also showed that En was correlated with daytime sap flux (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>) (<xref ref-type="bibr" rid="B48">Wang et&#xa0;al., 2012</xref>), indicating that an amount of nighttime sap flux was used for stem water recharge as a result of high water loss during the day (<xref ref-type="bibr" rid="B25">Huang et&#xa0;al., 2017</xref>). The mean Rn contributed 18.17% of the En in this study suggesting the importance of Rn for the adaptive strategy of shrubs to soil water scarcity. The contribution of water storage in the stem to transpiration accounted for 10-20% of the daily transpiration for Japanese red pine and an oak forest (<xref ref-type="bibr" rid="B27">Kobayashi and Tanaka, 2001</xref>). Therefore, an estimation of Rn could provide an in-depth understanding of plant adaptation to drought stress. If the VPD<sub>night</sub> increased with the warmer and drier condition under climate change, the percentage of Rn will continue to increase with Qn, which would change the adaptability to the environment. Therefore, the occurrence and amount of Rn are more important for plant survival, especially in water-limited regions.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>The response of predawn &#x3a8;s in 2022 <bold>(A)</bold> and daytime sap flow in 2021 and 2022 <bold>(B)</bold> to nighttime water recharge in rainless days.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1370362-g008.tif"/>
</fig>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Uncertainties</title>
<p>There are some limitations in this study, including the low sample replication and systematic errors of gauge heater. The replication rate of this study for the sample size may not represent all the morphological and physiological features of the species and there is a possibility of overlooking some specific stem sap flow information. Due to field conditions and equipment limitations, 3-6 samples have been commonly used in previous studies for monitoring plant sap flow or transpiration, such as three samples (<xref ref-type="bibr" rid="B53">Yu et&#xa0;al., 2016</xref>, <xref ref-type="bibr" rid="B52">2018</xref>), four samples (<xref ref-type="bibr" rid="B51">Wu et&#xa0;al., 2020</xref>) and six samples (<xref ref-type="bibr" rid="B56">Yue et&#xa0;al., 2008</xref>). On the other hand, the presence of measurement instrument errors would be another limitation in this study. Although the results may be acceptable using this method (<xref ref-type="bibr" rid="B18">Flo et&#xa0;al., 2019</xref>), the systematic errors in the heat balance method were not considered in this study, such as radial variations in sap flow, species specific differences in the parameters setting in the instrument (<xref ref-type="bibr" rid="B36">Moro et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B41">Repo et&#xa0;al., 2008</xref>) and the environmental conditions that cause temperature differences along the stem (<xref ref-type="bibr" rid="B43">Shackel et&#xa0;al., 1992</xref>). These uncertainties need to be improved in future studies.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>The mean contribution of Qn to En was 79.76% and 83.91% in 2021 and 2022, respectively, indicating that the nighttime sap flux was mostly used for transpiration. The values of Qn and Rn were greater in wet year than that in normal year, while the Rn/En was greater in normal year than in wet year. The main controlling factors of Qn were environmental factors (RH and Ta) on a daily time scale, and SWC on monthly time scale. At an hourly time scale, Qn increased with the increasing VPD, and Qn drove the variation in Rn. However, Rn was greater than Qn when VPD was nearly zero, and Rn drove the occurrence of Qn when the effect of the environment on Qn was minor. The correlation between Qn and Rn suggested the two fluxes were synchronous in both normal and wetter year. Rn was positively correlated with daytime sap flux and predawn &#x3a8;s, indicating the ecophysiological significance of Rn for plant survival, especially in water-limited regions. Additional research is necessary to fully understand the effect of endogenous&#xa0;regulation at night. Furthermore, the uncertainty caused&#xa0;by&#xa0;nighttime water recharge on canopies deserves further investigation.</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>WF: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JL: Conceptualization, Writing &#x2013; review &amp; editing. NL: Funding acquisition, Investigation, Supervision, Writing &#x2013; review &amp; editing. RL: Data curation, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (No. 42001020, 42041004).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to acknowledge the National Observation and Research Station of Earth Critical Zone on the Loess Plateau in Shaanxi and Shaanxi Yan&#x2019;an Forest Ecosystem National Observation and Research Station.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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