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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">894033</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.894033</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Interaction Between Brackish Water Intermittent Infiltration and Cultivated Soil Environment: A Case Study From Arid Piedmont Plain of Northwest China</article-title>
<alt-title alt-title-type="left-running-head">Leilei and Zaimin</alt-title>
<alt-title alt-title-type="right-running-head">Optimization of Intermittent Infiltration</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Leilei</surname>
<given-names>Guo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1715937/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zaimin</surname>
<given-names>Wang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Resources and Environmental Engineering</institution>, <institution>Sichuan Water Conservancy College</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Environment and Civil Engineering</institution>, <institution>Chengdu University of Technology</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1492668/overview">Yunhui Zhang</ext-link>, Southwest Jiaotong University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1731163/overview">Xianwen Li</ext-link>, Northwest A&#x26;F University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1730962/overview">Yujiang He</ext-link>, Chinese Academy of Geological Sciences, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Wang Zaimin, <email>wangzaimin13@cdut.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Geohazards and Georisks, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>894033</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Leilei and Zaimin.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Leilei and Zaimin</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>Brackish groundwater was widely used in arid areas which may cause soil salinization and groundwater environmental declines. To ensure the sustainable development of agriculture in arid areas, brackish water intermittent infiltration experiments were conducted in Southern Xinjiang, Northwest China between June to September 2018, and Hydrus-2D numerical simulation was used to analyze the underground pipe drainage systems. The field experiments were carried out during cotton growth stages after the first freshwater flood infiltration and salt washing. Two control experiments were, respectively, designed as freshwater (0.68&#xa0;g/L) and brackish water (1.66&#xa0;g/L) with water amount of 1.0 Q &#x3d; 572&#xa0;mm. Other eight groups (1.05&#x2013;1.40&#xa0;Q) were compared to analyze the effect of soil salt leaching by increasing the brackish water amount. The results showed that the soil moisture content was almost less than the field capacity of 0.203&#xa0;at depth of 0&#x2013;60&#xa0;cm before each infiltration due to roots water uptake, and the soil water holding capacity rate was lower than 0.2 after 5&#xa0;days under 1.20&#x2013;1.40&#xa0;Q brackish water treatments. Variation of EC<sub>1:5</sub>&#xa0;at depth of 0&#x2013;30&#xa0;cm was less than 0.5&#xa0;dS/m. Salt mainly accumulated at the depth of 40&#x2013;60&#xa0;cm whether the water amount was excessive or insufficient even under the fresh water infiltration. The optimal brackish water amount was 1.15 Q &#x3d; 657.8&#xa0;mm, and the soil total salinity was less than 0.55&#xa0;dS/m (EC<sub>1:5</sub>) and reached mild salinization degree. Numerical simulations were used based on the 2018 field experimental results and extended by another 10&#xa0;years. The soil salt accumulated to 1.10&#x2013;2.99&#xa0;dS/m (EC<sub>1:5</sub>) at the depth of 40&#x2013;60&#xa0;cm during 0&#x2013;30&#xa0;days. The no salinization area expanded to depth of 40&#x2013;45&#xa0;cm after 120&#xa0;days and reduced during non-infiltration period due to evaporation effect. The soil salt was gradually leached and less than 0.55&#xa0;dS/m (EC<sub>1:5</sub>) after 10&#xa0;years. The optimized leaching&#x2013;drainage system could not only provide a low salinity soil condition for cotton growth and realize sustainable cultivation but also greatly protect the soil and groundwater environment.</p>
</abstract>
<kwd-group>
<kwd>brackish water intermittent infiltration</kwd>
<kwd>arid area</kwd>
<kwd>salt accumulation</kwd>
<kwd>numerical simulations</kwd>
<kwd>leaching-drainage system</kwd>
<kwd>Hydrus-2D</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Due to rapid population growth and significant industrial development, freshwater scarcity has been an urgent problem to be addressed around the world (<xref ref-type="bibr" rid="B40">Zhang et al., 2021a</xref>; <xref ref-type="bibr" rid="B41">Zhang et al., 2021b</xref>; <xref ref-type="bibr" rid="B17">Li et al., 2021</xref>). Brackish groundwater as an alternative source was used to solve the shortage of fresh water and has been widely used in cotton fields in Southern Xinjiang, Northwest China (<xref ref-type="bibr" rid="B23">Qi et al., 2018</xref>; <xref ref-type="bibr" rid="B11">Hu et al., 2020</xref>). Brackish water under mulched was intermittently infiltrated into the soil to irrigate salt-tolerant crops, which could increase soil nutrients, and the total salts would not be excessively accumulated (<xref ref-type="bibr" rid="B36">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B18">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B5">Chen et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Wu et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Wang Z. et al., 2022</xref>). However, long-term salt supply leads to salt accumulation in soil, which not only threatens the cotton growth but also threaten the groundwater environment (<xref ref-type="bibr" rid="B32">Wang H. et al., 2022</xref>; <xref ref-type="bibr" rid="B33">Wang J. et al., 2022</xref>; <xref ref-type="bibr" rid="B3">Cao et al., 2022</xref>). Therefore, it is necessary to develop an optimized leaching&#x2013;drainage system to effectively improve the soil salinization, ensure the sustainable development of agriculture in arid areas, and protect the groundwater environment.</p>
<p>Many scholars had studied the leaching requirement, influencing factors, and calculation models of different infiltration ways and crops (<xref ref-type="bibr" rid="B26">&#x160;im&#x16f;nek et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Jia et al., 2021</xref>; <xref ref-type="bibr" rid="B7">Feng et al., 2022</xref>; <xref ref-type="bibr" rid="B21">Ochege et al., 2022</xref>). Salt and fresh water rotation infiltration, deficit infiltration, and intermittent infiltration were indicated to be superior (<xref ref-type="bibr" rid="B38">Zeng et al., 2014</xref>; <xref ref-type="bibr" rid="B22">Peng et al., 2016</xref>; <xref ref-type="bibr" rid="B4">Chen et al., 2022</xref>). The effect of intermittent infiltration on leaching salt was better than that of flood infiltration at the depth of 10&#x2013;30&#xa0;cm and had little difference at the depth of 30&#x2013;60&#xa0;cm. Intermittent point source infiltration could leach salt below 50&#xa0;cm of soil some years later (<xref ref-type="bibr" rid="B39">Zhang et al., 2010</xref>). The leaching fraction (LF) was small in the shallow groundwater table field and more effective near the infiltration tapes (<xref ref-type="bibr" rid="B9">Hanson et al., 2009</xref>). Additional brackish water also was considered to leach excess soil salt to avoid soil salinization (<xref ref-type="bibr" rid="B16">Li et al., 2014</xref>). So, it is necessary to scientifically determine the infiltration water amount, quality, and frequency based on the salt-tolerant of crops and leaching requirement (<xref ref-type="bibr" rid="B19">Maas and Hoffman 1977</xref>; <xref ref-type="bibr" rid="B2">Beltr&#xe1;n 1999</xref>; <xref ref-type="bibr" rid="B6">Chu et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Min et al., 2017</xref>).</p>
<p>The salt leaching effect of the drainage system depended on the local groundwater table. In the shallow water table areas, brackish water infiltration may lead to soil secondary salinization, which was suggested to control the water table through drainage canals or shafts to desalinate and improve soil quality (<xref ref-type="bibr" rid="B29">Sun et al., 2015</xref>). Groundwater evaporation had little impact on the salt accumulation content in the vadose zone when the water table was about 3.0&#xa0;m in sandy regions and 5.0&#xa0;m in loam regions (<xref ref-type="bibr" rid="B16">Li et al., 2014</xref>). An underground pipe drainage system was more suitable for deep water table areas (<xref ref-type="bibr" rid="B25">Sallam 2017</xref>; <xref ref-type="bibr" rid="B12">Inosako et al., 2019</xref>), which could effectively improve soil salinization and increase crop yield (<xref ref-type="bibr" rid="B10">Heng et al., 2018</xref>; <xref ref-type="bibr" rid="B30">Tian et al., 2018</xref>). In our experimental field, the water table ranged from 7.0 to 8.0&#xa0;m in 2018 and had 1.8&#xa0;m deep drainage channels.</p>
<p>To optimize the intermittent infiltration regimes of the brackish water leaching&#x2013;drainage system, field leaching experiments were conducted in Southern Xinjiang based on soil physical properties and salt leaching requirements. Specific objectives of the research were to 1) analyze the effect of different leaching fractions (LF) on salt accumulation and cotton yield and determined the optimal infiltration water amount; 2) calibrate the HYDRUS-2D simulations using the experimental data; and 3) use the model to calculate the effects on desalting of underground pipe drainage system for 10&#xa0;years.</p>
</sec>
<sec id="s2">
<title>2 Materials and Methods</title>
<sec id="s2-1">
<title>2.1 Experimental Site</title>
<p>The leaching experiments were carried out in the Tarim Basin of southern Xinjiang, Northwest China, between June to September 2018 in the cotton field. The experimental site was located 901&#xa0;m above mean sea level (<xref ref-type="fig" rid="F1">Figure 1</xref>). The field belongs to continental desert climate with less rain and strong evaporation. The annual precipitation was 53.3&#x2013;62.7&#xa0;mm, and the annual evaporation was 2,273&#x2013;2,788&#xa0;mm. Compared with evaporation and crop transpiration, the supply of atmospheric rainfall was very little. The fresh water (FW) was taken from the Peacock River with an average total dissolved solids (TDS) of 0.62&#x2013;0.72&#xa0;g/L, and the brackish water (BW) was taken from a well located in the test field with TDS of 1.61&#x2013;1.71&#xa0;g/L (<xref ref-type="table" rid="T1">Table 1</xref>). The sodium adsorption ratio (SAR) of infiltration water ranged from 10 to 14 of FW and 8&#x2013;9 of BW. The main soil type was loamy sand (<xref ref-type="table" rid="T2">Table 2</xref>). The electrical conductivity of soil was less than 1.0&#xa0;dS/m with no salinization (<xref ref-type="bibr" rid="B28">Slavich and Petterson 1993</xref>; <xref ref-type="bibr" rid="B5">Chen et al., 2018</xref>). The field water capacity was 0.2.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Location of the experimental site.</p>
</caption>
<graphic xlink:href="feart-10-894033-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>TDS of infiltration water in 2018.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="left">Infiltration water</th>
<th align="center">TDS (g/L)</th>
<th align="center">EC (dS/m)</th>
<th align="center">Hydrochemical type</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">FW</td>
<td align="left">Average</td>
<td align="center">0.68</td>
<td align="center">1.14</td>
<td rowspan="2" align="center">MgSO<sub>4</sub>
</td>
</tr>
<tr>
<td align="left">Standard deviation</td>
<td align="center">0.041</td>
<td align="center">0.04</td>
</tr>
<tr>
<td rowspan="2" align="left">BW</td>
<td align="left">Average</td>
<td align="char" char=".">1.66</td>
<td align="char" char=".">2.79</td>
<td rowspan="2" align="center">MgSO<sub>4</sub>
</td>
</tr>
<tr>
<td align="left">Standard deviation</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">0.04</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>FW: fresh water; BW: brackish water; TDS: total dissolved solids; EC: electrical conductivity</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Soil properties of the soil.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Depth (cm)</th>
<th align="center">Sand (%) (50&#x2013;2000&#xa0;&#x3bc;m)</th>
<th align="center">Silt (%) (2&#x2013;50&#xa0;&#x3bc;m)</th>
<th align="center">Clay (%) (&#x3c;2&#xa0;&#x3bc;m)</th>
<th align="center">Bulk density (g/cm<sup>3</sup>)</th>
<th align="center">Soil type</th>
<th align="center">EC<sub>1:5</sub> of soil (dS/m)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">0&#x223C;5</td>
<td align="char" char=".">52.12</td>
<td align="char" char=".">40.06</td>
<td align="char" char=".">7.82</td>
<td align="char" char=".">1.51</td>
<td rowspan="6" align="center">Loamy sand</td>
<td align="char" char=".">0.12</td>
</tr>
<tr>
<td align="left">5&#x223C;35</td>
<td align="char" char=".">43.69</td>
<td align="char" char=".">50.8</td>
<td align="char" char=".">6.51</td>
<td align="char" char=".">1.58</td>
<td align="char" char=".">0.11</td>
</tr>
<tr>
<td align="left">35&#x223C;40</td>
<td align="char" char=".">40.40</td>
<td align="char" char=".">51.13</td>
<td align="char" char=".">8.47</td>
<td align="char" char=".">1.56</td>
<td align="char" char=".">0.33</td>
</tr>
<tr>
<td align="left">40&#x223C;45</td>
<td align="char" char=".">46.27</td>
<td align="char" char=".">47.22</td>
<td align="char" char=".">6.51</td>
<td align="char" char=".">1.63</td>
<td align="char" char=".">3.54</td>
</tr>
<tr>
<td align="left">45&#x223C;65</td>
<td align="char" char=".">51.48</td>
<td align="char" char=".">41.36</td>
<td align="char" char=".">7.16</td>
<td align="char" char=".">1.70</td>
<td align="char" char=".">16.44</td>
</tr>
<tr>
<td align="left">65&#x2013;100</td>
<td align="char" char=".">52.70</td>
<td align="char" char=".">39.20</td>
<td align="char" char=".">7.10</td>
<td align="char" char=".">1.74</td>
<td align="char" char=".">3.63</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Infiltration Scheme</title>
<p>The leaching experiments were conducted in 10 randomly selected field plots, each having a size of 225&#xa0;m<sup>2</sup> (<xref ref-type="fig" rid="F2">Figure 2</xref>). There were set as 17 infiltration lines with the mode of &#x201c;one mulch, two infiltration lines, and four rows&#x201d;. In total, 2 infiltration lines were installed for every four rows of cotton. The distance between the infiltration lines was 55&#xa0;cm and that between two cotton rows was 20&#xa0;cm. Infiltration points along each line were spaced 30&#xa0;cm apart, while the non-mulched area of bare soil was 40-cm wide. Before sowing, flood infiltration of fresh water was conducted to leach salt and preserve soil water on 20 April, with amount of 57.3&#xa0;mm. Then, cotton seeds were sown and mulched with degradable plastic sheeting. Brackish water was conducted one time per 5&#xa0;days, for totally 14 times. The emitter flow was 2.2&#xa0;L/h. The amount of applied infiltration water during the growing stages followed traditional irrigation patterns of cotton (<xref ref-type="table" rid="T3">Table 3</xref>). In total, 2 groups of control experiments were designed for fresh water of 0.68&#xa0;g/L and brackish water of 1.66&#xa0;g/L with 1.0 Q &#x3d; 572&#xa0;mm. Other eight groups of MDI experiments leached soil salt by increasing the amount of brackish water with 1.05&#x2013;1.40 Q.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Distribution of field plots and the intermittent infiltration mode.</p>
</caption>
<graphic xlink:href="feart-10-894033-g002.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Amount of intermittent infiltration water applied at different growth stages.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="left">Infiltration order</th>
<th align="center">1</th>
<th align="center">2</th>
<th align="center">3</th>
<th align="center">4&#x2013;10</th>
<th align="center">11&#x2013;13</th>
<th align="center">14</th>
<th rowspan="3" align="center">Total water quantity (mm)</th>
</tr>
<tr>
<th rowspan="2" colspan="2" align="left">Actual dates</th>
<th rowspan="2" align="center">June 27</th>
<th rowspan="2" align="center">July 2</th>
<th rowspan="2" align="center">July 7</th>
<th colspan="1" align="center">July 13, 18, 22, 28</th>
<th rowspan="2" align="center">August 17, 22, 28</th>
<th rowspan="2" align="center">September 2</th>
</tr>
<tr>
<th align="center">August 1, 7, 12</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="1" align="left">Control experiment</td>
<td align="left">C-F-1.0Q</td>
<td align="char" char=".">14.10</td>
<td align="char" char=".">18.50</td>
<td align="char" char=".">41.00</td>
<td align="char" char=".">46.60</td>
<td align="char" char=".">46.50</td>
<td align="char" char=".">32.70</td>
<td align="char" char=".">572.00</td>
</tr>
<tr>
<td align="left"/>
<td align="left">C-B-1.0Q</td>
<td align="char" char=".">14.10</td>
<td align="char" char=".">18.50</td>
<td align="char" char=".">41.00</td>
<td align="char" char=".">46.60</td>
<td align="char" char=".">46.50</td>
<td align="char" char=".">32.70</td>
<td align="char" char=".">572.00</td>
</tr>
<tr>
<td rowspan="8" align="left">Leaching experiment</td>
<td align="left">LF01&#x2013;1.05Q</td>
<td align="char" char=".">14.81</td>
<td align="char" char=".">19.43</td>
<td align="char" char=".">43.05</td>
<td align="char" char=".">48.93</td>
<td align="char" char=".">48.83</td>
<td align="char" char=".">34.34</td>
<td align="char" char=".">600.60</td>
</tr>
<tr>
<td align="left">LF02&#x2013;1.10Q</td>
<td align="char" char=".">15.51</td>
<td align="char" char=".">20.35</td>
<td align="char" char=".">45.10</td>
<td align="char" char=".">51.26</td>
<td align="char" char=".">51.15</td>
<td align="char" char=".">35.97</td>
<td align="char" char=".">629.20</td>
</tr>
<tr>
<td align="left">LF03&#x2013;1.15 Q</td>
<td align="char" char=".">16.22</td>
<td align="char" char=".">21.28</td>
<td align="char" char=".">47.15</td>
<td align="char" char=".">53.59</td>
<td align="char" char=".">53.48</td>
<td align="char" char=".">37.61</td>
<td align="char" char=".">657.80</td>
</tr>
<tr>
<td align="left">LF04&#x2013;1.20Q</td>
<td align="char" char=".">16.92</td>
<td align="char" char=".">22.20</td>
<td align="char" char=".">49.20</td>
<td align="char" char=".">55.92</td>
<td align="char" char=".">55.80</td>
<td align="char" char=".">39.24</td>
<td align="char" char=".">686.40</td>
</tr>
<tr>
<td align="left">LF05&#x2013;1.25Q</td>
<td align="char" char=".">17.63</td>
<td align="char" char=".">23.13</td>
<td align="char" char=".">51.25</td>
<td align="char" char=".">58.25</td>
<td align="char" char=".">58.13</td>
<td align="char" char=".">40.88</td>
<td align="char" char=".">715.00</td>
</tr>
<tr>
<td align="left">LF06&#x2013;1.30Q</td>
<td align="char" char=".">18.33</td>
<td align="char" char=".">24.05</td>
<td align="char" char=".">53.30</td>
<td align="char" char=".">60.58</td>
<td align="char" char=".">60.45</td>
<td align="char" char=".">42.51</td>
<td align="char" char=".">743.60</td>
</tr>
<tr>
<td align="left">LF07&#x2013;1.35Q</td>
<td align="char" char=".">19.04</td>
<td align="char" char=".">24.98</td>
<td align="char" char=".">55.35</td>
<td align="char" char=".">62.91</td>
<td align="char" char=".">62.78</td>
<td align="char" char=".">44.15</td>
<td align="char" char=".">772.20</td>
</tr>
<tr>
<td align="left">LF08&#x2013;1.40Q</td>
<td align="char" char=".">19.74</td>
<td align="char" char=".">25.90</td>
<td align="char" char=".">57.40</td>
<td align="char" char=".">65.24</td>
<td align="char" char=".">65.10</td>
<td align="char" char=".">45.78</td>
<td align="char" char=".">800.80</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-3">
<title>2.3 Monitoring</title>
<p>The soil samples were drilled at 8:00 p.m. before each infiltration for gravimetric water content and EC<sub>1:5</sub> analysis. The sampling interval of each sample was 10&#xa0;s at a depth of 0&#x2013;60&#xa0;cm and 20&#xa0;s at depth of 60&#x2013;100&#xa0;cm. The soil water content was measured by the drying method. The EC<sub>1:5</sub> was referred to the <italic>EC</italic> of 1&#x2013;5 soil/water suspensions using a conductivity meter (DDS-307, INESA Scientific Instrument Co., Ltd., Shanghai, China).</p>
</sec>
<sec id="s2-4">
<title>2.4 Numerical Model</title>
<p>A 600 &#xd7; 100&#xa0;m section was to present the water&#x2013;salt transport&#x2013;based 2D conceptual model (<xref ref-type="fig" rid="F3">Figure 3</xref>). The infiltration point was simplified as line water supply. Under the intermittent infiltration of brackish water, soil salt mainly accumulated in 40&#x2013;60&#xa0;cm (<xref ref-type="bibr" rid="B5">Chen et al., 2018</xref>; <xref ref-type="bibr" rid="B18">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B11">Hu et al., 2020</xref>), and the soil was less affected by evaporation below 1.2&#xa0;m (<xref ref-type="bibr" rid="B10">Heng et al., 2018</xref>). The pipe was theoretically suggested to install underground 1.6m, vertical to infiltration line (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Conceptual model of the 2D soil water flow under mulched intermittent infiltration.</p>
</caption>
<graphic xlink:href="feart-10-894033-g003.tif"/>
</fig>
<p>The numerical simulation of soil water&#x2013;salt transport was conducted using HYDRUS (<xref ref-type="bibr" rid="B26">&#x160;im&#x16f;nek et al., 2016</xref>; <xref ref-type="bibr" rid="B15">Katarina et al., 2019</xref>). The ground pipe was set as the free drainage boundary, the bare area was the atmospheric boundary, and the dipper was the variable flow boundary (Var.Fl<sub>1</sub>). The water quantity data of the infiltration point was assigned by <xref ref-type="table" rid="T3">Table 3</xref>. There was no flow in the <italic>Y</italic> direction of the model and under the mulch except infiltration points (Var.Fl<sub>2</sub>).</p>
<p>Flow boundary condition:</p>
<p>Lateral boundaries:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.</mml:mn>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>Atmospheric boundaries:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>h</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>20,60</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>90,130</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>170,280</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>320,430</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>470,580</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>600</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>Z</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>160</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Var.Fl<sub>1</sub>:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>h</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>50</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>60,90</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>100,200</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>210,240</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>250,350</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>360,390</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>400,500</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>510,540</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>550</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>Z</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>160</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>Var.Fl<sub>2</sub>:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>h</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>h</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">0</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>20</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>50,60</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>90,100</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>130,170</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>200,210</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>240,250</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>280,320</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>350,360</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>390,400</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>430,470</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>500,510</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>540,550</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>580</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>Z</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>160</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>Solute boundary conditions:<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>c</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>c</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>q</mml:mi>
<mml:mi>c</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>50</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>60,90</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>100,200</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>210,240</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>250,350</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>360,390</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>400,500</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>510,540</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>y</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>550</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>Z</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>160</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where h is the water pressure head, cm; <italic>&#x3b8;</italic> is the volumetric water content, cm<sup>3</sup>/cm<sup>3</sup>; c is the salinity of the soil water, g/L; t is time, day; x and z are the spatial coordinates, cm; K is the unsaturated hydraulic conductivity, cm/d; D was the dispersion coefficient, cm<sup>2</sup>/d; <italic>q</italic>
<sub>
<italic>y</italic>
</sub>, <italic>q</italic>
<sub>
<italic>d</italic>
</sub>, and <italic>q</italic>
<sub>
<italic>a</italic>
</sub> are the water flux of lateral boundaries, infiltration points, bare soil surface, cm/day; <italic>c</italic>
<sub>
<italic>a</italic>
</sub> was the salinity of the infiltration water, g/L.</p>
<p>The soil hydraulic properties were described using the standard equations of <xref ref-type="bibr" rid="B31">Van Genuchten (1980)</xref>. The estimated hydraulic parameters were listed in <xref ref-type="table" rid="T4">Table 4</xref>. The initial longitudinal dispersion coefficient (<italic>D</italic>
<sub>
<italic>L</italic>
</sub>) and transverse dispersion coefficient (<italic>D</italic>
<sub>
<italic>T</italic>
</sub>) were defined by previous literature (<xref ref-type="bibr" rid="B36">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B27">Singh et al., 2019</xref>). The final diffusion coefficient was set to 1.58&#xa0;cm<sup>2</sup>/day after verification and adjustment based on the experimental values (<xref ref-type="bibr" rid="B34">Wang et al., 2017</xref>; <xref ref-type="bibr" rid="B24">Ranjbar et al., 2019</xref>). The linear isotherm adsorption coefficient <italic>K</italic>
<sub>
<italic>d</italic>
</sub> was set as 0.28&#xa0;cm<sup>3</sup>&#xa0;g<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B14">Kadyampakeni et al., 2018</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Soil hydraulic parameters for the simulations.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Depth (cm)</th>
<th align="center">
<italic>&#x3b8;</italic>
<sub>
<italic>r</italic>
</sub>
</th>
<th align="center">
<italic>&#x3b8;</italic>
<sub>
<italic>s</italic>
</sub>
</th>
<th align="center">
<italic>&#x3b1;</italic> (1/cm)</th>
<th align="center">
<italic>n</italic>
</th>
<th align="center">
<italic>K</italic>
<sub>
<italic>s</italic>
</sub> (cm/day)</th>
<th align="center">
<italic>l</italic>
</th>
<th align="center">
<italic>D</italic>
<sub>
<italic>L</italic>
</sub> (cm)</th>
<th align="center">
<italic>D</italic>
<sub>
<italic>T</italic>
</sub> (cm)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="6" align="left">Initial parameters</td>
<td align="char" char="ndash">0&#x2013;5</td>
<td align="char" char=".">0.0353</td>
<td align="char" char=".">0.3502</td>
<td align="char" char=".">0.0198</td>
<td align="char" char=".">1.4308</td>
<td align="char" char=".">28</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">20</td>
</tr>
<tr>
<td align="char" char="ndash">5&#x2013;35</td>
<td align="char" char=".">0.0323</td>
<td align="char" char=".">0.3247</td>
<td align="char" char=".">0.0159</td>
<td align="char" char=".">1.4479</td>
<td align="char" char=".">21</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">20</td>
</tr>
<tr>
<td align="char" char="ndash">35&#x2013;40</td>
<td align="char" char=".">0.0369</td>
<td align="char" char=".">0.3348</td>
<td align="char" char=".">0.0124</td>
<td align="char" char=".">1.4706</td>
<td align="char" char=".">18</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">20</td>
</tr>
<tr>
<td align="char" char="ndash">40&#x2013;45</td>
<td align="char" char=".">0.0313</td>
<td align="char" char=".">0.319</td>
<td align="char" char=".">0.0213</td>
<td align="char" char=".">1.3842</td>
<td align="char" char=".">18</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">20</td>
</tr>
<tr>
<td align="char" char="ndash">45&#x2013;65</td>
<td align="char" char=".">0.0302</td>
<td align="char" char=".">0.31</td>
<td align="char" char=".">0.0324</td>
<td align="char" char=".">1.3227</td>
<td align="char" char=".">15</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">20</td>
</tr>
<tr>
<td align="char" char="ndash">65&#x2013;100</td>
<td align="char" char=".">0.0302</td>
<td align="char" char=".">0.3053</td>
<td align="char" char=".">0.0393</td>
<td align="char" char=".">1.2877</td>
<td align="char" char=".">13</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">20</td>
</tr>
<tr>
<td rowspan="6" align="left">Final parameters</td>
<td align="char" char="ndash">0&#x2013;5</td>
<td align="char" char=".">0.0257</td>
<td align="char" char=".">0.302</td>
<td align="char" char=".">0.0198</td>
<td align="char" char=".">1.4308</td>
<td align="char" char=".">38</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">25</td>
<td align="char" char=".">21</td>
</tr>
<tr>
<td align="char" char="ndash">5&#x2013;35</td>
<td align="char" char=".">0.0243</td>
<td align="char" char=".">0.308</td>
<td align="char" char=".">0.0159</td>
<td align="char" char=".">1.4479</td>
<td align="char" char=".">32</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">30</td>
<td align="char" char=".">25</td>
</tr>
<tr>
<td align="char" char="ndash">35&#x2013;40</td>
<td align="char" char=".">0.0270</td>
<td align="char" char=".">0.319</td>
<td align="char" char=".">0.0124</td>
<td align="char" char=".">1.4706</td>
<td align="char" char=".">31</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">23</td>
<td align="char" char=".">18</td>
</tr>
<tr>
<td align="char" char="ndash">40&#x2013;45</td>
<td align="char" char=".">0.0221</td>
<td align="char" char=".">0.328</td>
<td align="char" char=".">0.0213</td>
<td align="char" char=".">1.3842</td>
<td align="char" char=".">30</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">21</td>
<td align="char" char=".">15</td>
</tr>
<tr>
<td align="char" char="ndash">45&#x2013;65</td>
<td align="char" char=".">0.0203</td>
<td align="char" char=".">0.341</td>
<td align="char" char=".">0.0324</td>
<td align="char" char=".">1.3227</td>
<td align="char" char=".">32</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">20</td>
<td align="char" char=".">16</td>
</tr>
<tr>
<td align="char" char="ndash">65&#x2013;100</td>
<td align="char" char=".">0.0222</td>
<td align="char" char=".">0.35</td>
<td align="char" char=".">0.0393</td>
<td align="char" char=".">1.2877</td>
<td align="char" char=".">33</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">24</td>
<td align="char" char=".">20</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and Discussion</title>
<sec id="s3-1">
<title>3.1 HYDRUS Model Calibration</title>
<p>We simulated the spatial distributions of soil water and salt in the two-direction under mulched intermittent infiltration. Furthermore, the model values of HYDRUS-2D were compared with actual observed values (<xref ref-type="fig" rid="F4">Figures 4</xref>,<xref ref-type="fig" rid="F5">5</xref>). The model could display the dynamic variation of soil moisture and salinity better with infiltration events. A <italic>t</italic>-test was carried out between the measured and simulated values, and the results showed that the significance level of <italic>p</italic> &#x3e; 0.05, indicating that the simulation results of the solute transport model were verified successfully (<xref ref-type="table" rid="T5">Table 5</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Comparison of measured and simulated value of SMC in 0&#x2013;100&#xa0;cm depth.</p>
</caption>
<graphic xlink:href="feart-10-894033-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Comparison of measured and simulated value of EC<sub>1:5</sub> in 0&#x2013;100&#xa0;cm depth.</p>
</caption>
<graphic xlink:href="feart-10-894033-g005.tif"/>
</fig>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Results in <italic>t</italic> test of simulated and observed values.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">N</th>
<th align="center">Mean deviation</th>
<th align="center">Std. deviation</th>
<th align="center">Std. error mean</th>
<th align="center">t</th>
<th align="center">df</th>
<th align="center">P</th>
<th align="center">Sig. (2-tailed)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">SMC</td>
<td align="char" char=".">72</td>
<td align="char" char=".">0.013</td>
<td align="char" char=".">0.026</td>
<td align="char" char=".">0.003</td>
<td align="char" char=".">&#x2212;4.151</td>
<td align="char" char=".">71</td>
<td align="char" char=".">0.870</td>
<td align="char" char=".">0.001</td>
</tr>
<tr>
<td align="left">EC<sub> 1:5</sub>
</td>
<td align="char" char=".">72</td>
<td align="char" char=".">0.327</td>
<td align="char" char=".">2.455</td>
<td align="char" char=".">0.289</td>
<td align="char" char=".">&#x2212;1.121</td>
<td align="char" char=".">71</td>
<td align="char" char=".">0.129</td>
<td align="char" char=".">0.262</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.2 Soil Water and Salinization Variation</title>
<p>Soil samples were collected the day before infiltration treatment and obtained soil moisture dates, which could better reflect the water holding capacity of the soil (<xref ref-type="fig" rid="F6">Figure 6</xref>). Within a single infiltration interval of 5 days, the migration distance of soil water in unsaturated zone was more than 40&#xa0;cm. Due to the water uptake by plant roots, the soil moisture content was almost less than the field capacity of 0.203 at depth of 0&#x2013;60&#xa0;cm before each infiltration, and the water mainly existed at the depth of 60&#x2013;100&#xa0;cm. Compared two control experiment schemes, the soil water migrated faster under fresh water treatment and the soil reached saturation at the depth of 100&#xa0;cm with moisture content of 0.35. Brackish water changed the soil structure and reduced the soil permeability because of high sodium ion content and large sodium adsorption ratio. The soil water holding capacity rate was lower than 0.2 after 5&#xa0;days with 1.20Q&#x2013;1.40Q brackish water treatments.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Variation of soil water at different depths in the field.</p>
</caption>
<graphic xlink:href="feart-10-894033-g006.tif"/>
</fig>
<p>The soil salt accumulation at the depth of 0&#x2013;30&#xa0;cm was lower under water leaching in the whole growth period (<xref ref-type="fig" rid="F7">Figure 7</xref>). The EC<sub>1:5</sub> of soil in the root zone was basically less than 0.55&#xa0;dS/m, which was no salinized (<xref ref-type="table" rid="T6">Table 6</xref>). There was massive salt accumulation at the depth of 30&#x2013;60&#xa0;cm. The average salinity of the 10 experimental groups was 0.539&#xa0;ds/m, 0.979&#xa0;dS/m and 0.684&#xa0;ds/m respectively at the depth of 30&#x2013;40, 40&#x2013;50, 50&#x2013;60&#xa0;cm. The maximum salinity was accumulated at the depth of 40&#x2013;50&#xa0;cm. When the groundwater level was greater than the limit evaporation depth, the soil in the root zone formed a &#x201c;low salt zone&#x201d; at the depth of 0&#x2013;30&#xa0;cm. The cumulative increase of soil salt at the depth of 30&#x2013;50&#xa0;cm reached largest, and decreased below 50&#xa0;cm.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Standards for different soil salinization grades.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Degree of soil salinization</th>
<th align="center">No salinization</th>
<th align="center">Mild</th>
<th align="center">Moderate</th>
<th align="center">Severe</th>
<th align="center">Extreme severe</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>ECe</italic> (dS/m)</td>
<td align="char" char=".">&#x3c;2</td>
<td align="center">2&#x2013;4</td>
<td align="center">4&#x2013;8</td>
<td align="center">8&#x2013;15</td>
<td align="char" char=".">&#x3e;15</td>
</tr>
<tr>
<td align="left">EC<sub>1:5</sub> (dS/m)</td>
<td align="char" char=".">&#x3c;0.55</td>
<td align="center">0.55&#x2013;1.10</td>
<td align="center">1.10&#x2013;2.20</td>
<td align="center">2.20&#x2013;4.12</td>
<td align="char" char=".">&#x3e;3.0</td>
</tr>
<tr>
<td align="left">Total salinity of soil (mg/cm<sup>3</sup>)</td>
<td align="char" char=".">&#x3c;2.46</td>
<td align="center">2.46&#x2013;4.92</td>
<td align="center">4.92&#x2013;9.84</td>
<td align="center">9.84&#x2013;18.46</td>
<td align="char" char=".">&#x3e;18.46</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Variation of soil salinization at different depths in the field.</p>
</caption>
<graphic xlink:href="feart-10-894033-g007.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Soil Environmental Effect Analysis</title>
<p>Comparing the soil salinity of each infiltration event to the first leaching salt by fresh water (20 April) showed that the variation of EC<sub>1:5</sub> at depth of 0&#x2013;30&#xa0;cm was less than 0.5&#xa0;dS/m (<xref ref-type="fig" rid="F8">Figure 8</xref>). The root distribution was measured and time-variable through plant growth which could be accounted for by modifying the ratio between evaporation and transpiration (<xref ref-type="bibr" rid="B36">Wang et al., 2014</xref>). Soil salinization mainly occurs in 30&#x2013;60&#xa0;cm, and the variation of EC<sub>1:5</sub> exceed 4.0&#xa0;dS/m. Root uptake as a key way to transport soil water into atmosphere contributed mainly to soil salinization. The average variation of EC<sub>1:5</sub> showed that the soil salt little changed before and after brackish water infiltration. The brackish water intermittent infiltration under plastic mulch could effectively improve soil salinization and protect the cultivated environment.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Variation of soil EC1:5 compared to initial time after leaching salt by fresh water (20 April) at different depths.</p>
</caption>
<graphic xlink:href="feart-10-894033-g008.tif"/>
</fig>
<p>Soil salinity was evaluated using the electric conductivity of the saturation extract as <italic>EC</italic>
<sub>
<italic>e</italic>
</sub>, which could be calculated from measured values of EC<sub>1:5</sub> using <italic>EC</italic>
<sub>
<italic>e</italic>
</sub> &#x3d; 3.64 EC<sub>1:5</sub> (<xref ref-type="bibr" rid="B28">Slavich and Petterson 1993</xref>; <xref ref-type="bibr" rid="B36">Wang et al., 2014</xref>). We evaluated the salinization degree of soil based on <xref ref-type="table" rid="T6">Table 6</xref> (<xref ref-type="bibr" rid="B8">Fitzpatrick 1980</xref>; <xref ref-type="bibr" rid="B1">Ak&#xe7;a et al., 2020</xref>).</p>
<p>The maximum salinity of 10 experimental treatments at depth of 40&#x2013;50&#xa0;cm was 3.07, 2.46, 1.99, 0.274, 0.32, 0.38, 1.64, 1.43, 2.41, 0.31&#xa0;dS/m respectively. Fresh water infiltration would still lead to soil moderate salinization. The soil salinity decreased first and then increased with increasing infiltration water amount of 1.0&#x2013;1.35Q under brackish water infiltration. The total salt of soil was the lowest with water treatment of 1.15 Q &#x3d; 657.8&#xa0;mm. The EC<sub>1:5</sub> of soil was less than 0.55&#xa0;dS/m, reaching the degree of no salinization. Whether the amount of water was too large or too small, it would lead to salt accumulation. The leaching intensity was not enough with low water amount, resulting in the accumulation of salt in the topsoil. Numerous ions were input into the soil through large amount of water, which could not be absorbed by plants and lead to root salt stress. The optimization of soil environment achieved the best effect with 1.15 Q water treatment.</p>
</sec>
<sec id="s3-4">
<title>3.4 Long-Term Simulations of Leaching-Drainage System</title>
<p>Long-term infiltration causes the salt of topsoil to penetrate into the deep soil layer and then salinize the groundwater. At present, the drainage channel with the depth of 1.8&#xa0;m in the experimental field could not meet the salt discharge requirement. Therefore, underground pipe drainage system should be adopted to receive the upper leaching water and salt, collect and recycle it, desalinate soil, and protect groundwater. We simulate water&#x2013;salt of soil under a leaching&#x2013;drainage system for 10&#xa0;years with 1.15 Q &#x3d; 657.8&#xa0;mm treatment (<xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Long-term simulation of soil water&#x2013;salt under the leaching&#x2013;drainage system.</p>
</caption>
<graphic xlink:href="feart-10-894033-g009.tif"/>
</fig>
<p>Soil water gradually pushed downward under brackish water intermittent infiltration, and soil salinity is gradually concentrated to the edge of the wetting front. Under the leaching of multiple infiltration points, the wetting front overlaps with each other to make the salt migrate downward, forming a &#x201c;low salination soil layer&#x201d;. The salt mainly accumulated to 1.10&#x2013;2.99&#xa0;dS/m at the depth of 40&#x2013;60&#xa0;cm during 0&#x2013;30 days, and the soil salinity under mulch area was lower than 0.55&#xa0;dS/m at depth of 0&#x2013;10&#xa0;cm. After 120 days, no salinization soil area expanded to depth of 40&#x2013;45&#xa0;cm. During non-infiltration period (121&#x2013;365&#xa0;days), the soil salt moved upward under evaporation effect, and the no salinization area was reduced and showed mild salinization. Figures 7E&#x2013;H showed the prediction results of 2&#x2013;10&#xa0;years. The salt was gradually leached and discharged through underground pipe. The soil total salt under mulch was less than 0.55&#xa0;dS/m, which could not only provide a low salt area for cotton growth but also control soil salt accumulation and protect soil as well as groundwater environment.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>Combined field leaching experiments under the brackish water intermittent infiltration in 2018 and the Hydrus-2D soil water transport numerical model under the leaching-drainage system, we analyzed the optimal leaching water amount and predicted the soil salinization degree after 10&#xa0;years. The main conclusions of this paper are as follows.</p>
<p>Within a single infiltration interval of 5 days, soil water transported to below 40&#xa0;cm in unsaturated zone, and soil moisture content was almost less than the field capacity of 0.203&#xa0;at depth of 0&#x2013;60&#xa0;cm due to the root water uptake. Soil water holding capacity rate was lower than 0.2 under 1.20Q&#x2013;1.40Q brackish water treatments. The field leaching experiments showed that whatever the higher or lower amount of infiltration water, the salt all accumulated at depth of 40&#x2013;50&#xa0;cm. We recommend that the optimum amount of brackish water for leaching was 1.15 Q &#x3d; 600&#xa0;mm, and the soil salinity in the soil was less than 2.0&#xa0;dS/m as no salinization. The LF &#x3d; 1.15 could ensure the no salinization environment of soil and realize the sustainable cultivation of cotton.</p>
<p>To prevent the accumulation of salt in the deep soil layer, the salt in the root zone should be drained during the intermittent infiltration period. The 10-year simulation results of the leaching&#x2013;drainage system showed that salt mainly accumulated to 1.10&#x2013;2.99&#xa0;dS/m at the depth of 40&#x2013;60&#xa0;cm during 0&#x2013;30&#xa0;days. No salinization area expanded to depth 40&#x2013;45&#xa0;cm after 120&#xa0;days and reduced under evaporation effect during non-infiltration period. The soil salt was gradually leached and discharged through underground pipe and was less than 0.55&#xa0;dS/m after 10&#xa0;years, which could provide a theoretical basis for the protecting soil and groundwater environment.</p>
</sec>
</body>
<back>
<sec id="s5">
<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="s6">
<title>Author Contributions</title>
<p>LG contributed to field experiments, testing, data analysis, and article writing. ZW contributed to fund support, field experiments, data analysis, and article polishing.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China [Grant No.41702259] and Doctoral research start up fund of Technological Innovation R &#x26; D project [2021SCSZYD-03].</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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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