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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">950096</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2022.950096</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Morphological Distribution and Formation Mechanisms of Antimony in the Shallow Groundwater of the Xikuangshan Antimony Mine in Hunan, China</article-title>
<alt-title alt-title-type="left-running-head">Sun et al.</alt-title>
<alt-title alt-title-type="right-running-head">Morphological Distribution Formation Mechanisms</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Ximeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1799480/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Chao</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Lu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Ziyao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hao</surname>
<given-names>Chunming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>North China Institute of Science and Technology</institution>, <addr-line>Hebei</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Hebei Geo-Environment Monitoring</institution>, <addr-line>Hebei</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Liaoning Metallurgical Geological Exploration Research Institute Co., Ltd.</institution>, <addr-line>Anshan</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/1681358/overview">Chengcheng Li</ext-link>, China University of Geosciences Wuhan, 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/1834764/overview">Zhuanxi Luo</ext-link>, Huaqiao University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1835064/overview">Ruihua Dai</ext-link>, Fudan University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1835931/overview">Weihua Peng</ext-link>, Suzhou University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chunming Hao, <email>haocm@ncist.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Water and Wastewater Management, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>950096</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>05</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Sun, Li, Liu, Zhang, Li and Hao.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Sun, Li, Liu, Zhang, Li and Hao</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>The century-old mining development and utilization of antimony (Sb) ore in Xikuangshan (XKS) mine, groundwater antimony pollution has attracted great attention. At present, the sources and geochemical behaviors of high Sb groundwater in this area have been widely recognized, but morphological distribution and formation mechanisms of Sb(V) and Sb(III) in shallow groundwater were still little known. Forty-three groundwater samples of Magunao aquifer (D<sub>3</sub>x<sup>4</sup>) were collected between June and September 2020 to determine morphological distribution and formation mechanisms of Sb valence state in the recharge area, runoff area and discharge area. The range of Sb content in the recharge area, runoff area, and discharge area of the D<sub>3</sub>x<sup>4</sup> water was 3.300 &#xd7; 10<sup>&#x2212;3</sup>&#x2013;7.982&#xa0;mg/L, 1.760 &#xd7; 10<sup>&#x2212;2</sup>&#x2013;17.326&#xa0;mg/L and 1.230 &#xd7; 10<sup>&#x2212;2</sup>&#x2013;16.773&#xa0;mg/L, respectively. The D<sub>3</sub>x<sup>4</sup> water is dominated by Sb(V), which form was Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>. The Sb(V) mainly comes from the oxidative dissolution of Sb<sub>2</sub>S<sub>3</sub>, the mining activities, and the leaching of arsenic alkali residues. The silicate mineral weathering, carbonate mineral dissolution, and ion exchange promote the dissolution of Sb<sub>2</sub>S<sub>3</sub>. At the same time, redox and competitive adsorption in the runoff area increase the Sb(V) content in the water environment. The results of this research provide an understanding of the mechanism of Sb pollution in shallow groundwater and will help in controlling water-environment pollution and securing water-resource in mining areas.</p>
</abstract>
<kwd-group>
<kwd>morphological characteristics</kwd>
<kwd>formation mechanism</kwd>
<kwd>valence state</kwd>
<kwd>antimony</kwd>
<kwd>shallow groundwater</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Antimony (Sb) is a metalloid that is widespread in soil, water, and the atmosphere. It is used for producing flame retardants, semiconductor materials, and alloys (<xref ref-type="bibr" rid="B13">Filella et al., 2002</xref>; <xref ref-type="bibr" rid="B1">Anderson, 2012</xref>; <xref ref-type="bibr" rid="B7">Chu et al., 2019</xref>). Sb is highly toxic and carcinogenic to humans; hence, it has been listed as priority pollutant by the European Union (EU) and the United States Environmental Protection Agency (USEPA) (<xref ref-type="bibr" rid="B19">Hammel et al., 2000</xref>; <xref ref-type="bibr" rid="B16">Fu et al., 2016</xref>).</p>
<p>Oxidative dissolution of Sb-containing sulfides is the predominant mechanism of Sb introduction into the water environment (<xref ref-type="bibr" rid="B6">Casiot et al., 2007</xref>; <xref ref-type="bibr" rid="B26">He et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Fu et al., 2016</xref>). Stibnite (Sb<sub>2</sub>S<sub>3</sub>) is the predominant Sb-containing sulfides in mining area, which are usually found in quartz veins. The sulfur in Sb<sub>2</sub>S<sub>3</sub> is oxidized when it meets oxygen in the air and water during the mining process. Sb eventually exists mainly as Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>, with concomitant formation of acid (<xref ref-type="bibr" rid="B5">Biver and Shotyk, 2012</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
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<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>7</mml:mn>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>10</mml:mn>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O&#x3d;2S</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:msubsup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
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</mml:mrow>
<mml:mn>6</mml:mn>
<mml:mtext>&#x2212;</mml:mtext>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
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</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:msubsup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2212;</mml:mtext>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>Generally, the Sb concentration in unpolluted water is less than 1&#xa0;&#x3bc;g/L (<xref ref-type="bibr" rid="B14">Filella et al., 2003</xref>; <xref ref-type="bibr" rid="B24">He and Wan, 2004</xref>). High levels of Sb are released into the aquatic environment by mining and smelting (<xref ref-type="bibr" rid="B27">Hiller et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B58">Zhou et al., 2017</xref>; <xref ref-type="bibr" rid="B25">He et al., 2019</xref>). The Sb concentration in a river near an Sb mine in AK, United States, was as high as 720&#xa0;&#x3bc;g/L, while in rivers flowing 200&#xa0;m downstream of a mining area in Sardinia, Italy, it reached 28&#xa0;&#x3bc;g/L; furthermore, the Sb content of surface-water samples around a mining site in Western Carpathian Mountains (Slovakia) ranged from 1 to 9,300&#xa0;&#x3bc;g/L (<xref ref-type="bibr" rid="B27">Hiller et al., 2012</xref>; <xref ref-type="bibr" rid="B42">Ritchie et al., 2013</xref>; <xref ref-type="bibr" rid="B8">Cidu et al., 2014</xref>). In China, the Sb content in an Sb mining area in Guizhou Province was as high as 1,377&#xa0;&#x3bc;g/L (<xref ref-type="bibr" rid="B39">Ning et al., 2011</xref>).</p>
<p>In the natural environment, inorganic speciations of Sb is generally either Sb(III) or Sb(V); notably, Sb(III) is ten times more toxic than Sb(V) (<xref ref-type="bibr" rid="B44">Smichowski, 2008</xref>; <xref ref-type="bibr" rid="B43">Salam and Mohamed, 2013</xref>). Sb(V) and Sb(III) are the predominant forms of Sb in oxidized and reduced water environments, respectively. Sb(OH)<sub>3</sub>, Sb(OH)<sub>2</sub>
<sup>&#x2b;</sup>, and SbO<sup>&#x2b;</sup> are mainly present in acidic environments, whereas Sb(OH)<sub>4</sub>
<sup>&#x2212;</sup> or aqueous SbO<sub>2</sub>
<sup>&#x2212;</sup> are present under alkaline conditions (<xref ref-type="bibr" rid="B14">Filella et al., 2003</xref>; <xref ref-type="bibr" rid="B42">Ritchie et al., 2013</xref>; <xref ref-type="bibr" rid="B12">Fawcett et al., 2015</xref>). Sb(III) can be adsorbed on iron-manganese oxide/hydroxide, and can be oxidized to Sb(V) in a short time. A key for the formation mechanisms of Sb(III) and Sb(V) is the instability of Sb(III) in water samples which have been in contact with atmospheric oxygen and other oxidants (<xref ref-type="bibr" rid="B9">Daus and Wennrich, 2014</xref>). The pH/oxidation-reduction potential (ORP) and iron-manganese oxide/hydroxide content influence the valence distribution and formation of Sb in water (<xref ref-type="bibr" rid="B4">Belzile et al., 2001</xref>; <xref ref-type="bibr" rid="B31">Leuz et al., 2006b</xref>; <xref ref-type="bibr" rid="B53">Wilson et al., 2010</xref>; <xref ref-type="bibr" rid="B5">Biver and Shotyk, 2012</xref>). The migration and transformation of Sb can also be affected by the valence (<xref ref-type="bibr" rid="B18">Guo et al., 2018</xref>).</p>
<p>Globally, Sb resources are mainly distributed in China, Russia, Bolivia, Tajikistan, South Africa, and the Mediterranean Sea (<xref ref-type="bibr" rid="B13">Filella et al., 2002</xref>; <xref ref-type="bibr" rid="B26">He et al., 2012</xref>). Primary Sb consumers are the United States, China, Japan, and the European Union (<xref ref-type="bibr" rid="B24">He and Wan, 2004</xref>; <xref ref-type="bibr" rid="B41">Qing, 2012</xref>; <xref ref-type="bibr" rid="B46">Tong et al., 2017</xref>). According to the statistical data from the United States Geological Survey (<xref ref-type="bibr" rid="B47">USGS, 2020</xref>), China&#x2019;s Sb production amounted to 480,000 tons, accounting for 32% of the global Sb production. Because of its vast Sb reserves, the Xikuangshan (XKS) Sb mine in the Hunan Province was named &#x201c;the World&#x2019;s Antimony Capital&#x201d; (<xref ref-type="bibr" rid="B49">Wang et al., 2011</xref>; <xref ref-type="bibr" rid="B18">Guo et al., 2018</xref>; <xref ref-type="bibr" rid="B25">He et al., 2019</xref>). Under the influence of mining, smelting, and other activities, the highest Sb concentration in the groundwater environment of the XKS in the Hunan Province was reported to be 29,423&#xa0;&#x3bc;g/L, which is 5,880 times higher than the permissible Sb concentration in drinking water (i.e., 0.005&#xa0;mg/L; GB5749-2022) (<xref ref-type="bibr" rid="B60">Zhu et al., 2009</xref>). Long-term mining activities and the accumulation of minerals and waste residues have increased the Sb contents of groundwater (<xref ref-type="bibr" rid="B2">Ashley et al., 2003</xref>; <xref ref-type="bibr" rid="B23">He, 2007</xref>; <xref ref-type="bibr" rid="B51">Wen et al., 2018</xref>). The sources, toxicological property, migration, and transformation of Sb, as well as the environmental risks associated with increased Sb concentration in groundwater, have been studied extensively (<xref ref-type="bibr" rid="B18">Guo et al., 2018</xref>; <xref ref-type="bibr" rid="B51">Wen et al., 2018</xref>; <xref ref-type="bibr" rid="B25">He et al., 2019</xref>; <xref ref-type="bibr" rid="B57">Zhang et al., 2022</xref>); however, there is no available systematic study on the formation mechanisms of different valence states of Sb in the oxidizing environment of shallow groundwater. Hence, further investigations regarding the impact of the environmental redox properties on the valence states of Sb are needed.</p>
<p>In this study, our main objectives were to analyze 1) the distribution characteristics of the Sb valence state in the recharge, runoff, and discharge areas of shallow groundwater and 2) the formation process and factors influencing the Sb valence distribution. Our results should elucidate the origin mechanisms of Sb pollutants in shallow groundwater, facilitating effective local water-environment pollution control and water-resource protection strategies in mining areas.</p>
</sec>
<sec id="s2">
<title>2 Study Area</title>
<p>The XKS Sb mine is located between 27&#xb0;49&#x2032;28&#x2033;&#x2013;27&#xb0;43&#x2032;05&#x2033;N and 111&#xb0;25&#x2032;47&#x2033;&#x2013;111&#xb0;31&#x2032;22&#x2033;E near Lengshuijiang (Hunan Province, China) (<xref ref-type="fig" rid="F1">Figure 1</xref>). The hydrogeological cross section for the study area is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. The mine is divided into two mining areas, i.e., the north and south mines, with a total area of 26&#xa0;km<sup>2</sup>. The north mine covers an area of 0.50&#xa0;km<sup>2</sup>. The Sb reserves of the XKS Sb mine amount to more than two million tons, and there are still 400,000 tons after approximately 110&#xa0;years of mining (<xref ref-type="bibr" rid="B57">Zhang et al., 2022</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Study area in the Hunan Province and sampling locations.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The hydrogeological section along the A-A&#x2019; line.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g002.tif"/>
</fig>
<p>The study area is dominated by mountain-chain strikes along the NE&#x2013;SW direction. The area has a subtropical continental monsoon climate, with average annual precipitation and evaporation of 1,381 and 903&#xa0;mm, respectively, while the average annual temperature is 16.70&#xb0;C (reference period: 1949&#x2013;2012). The Xuanshan stream and Feishuiyan and Qingfeng Rivers comprise the primary river system, which is a part of the Zijing River system.</p>
<p>The XKS Sb mine is located in the southern China Sb ore belt, which is in the eastern continental margin of the Yangtze Para platform and central Hunan area of the Caledonian fold belt with an axial direction of NE30&#x2013;35&#xb0;. F<sub>75</sub> is the main fault structure, and the exposed formations are the Upper Devonian Shetianqiao (D<sub>3</sub>s) and XKS (D<sub>3</sub>x). The Karst fracture of the XKS Magunao (MA) aquifer (D<sub>3</sub>x<sup>4</sup>) has a thickness of 258&#xa0;m, while the Shetianqiao (SA) aquifer (D<sub>3</sub>s<sup>2</sup>) has a thickness of approximately 220&#xa0;m. Generally, there is no vertical hydraulic connection between these two aquifers. The Sb orebodies are mainly in the limestone section of the Shetianqiao aquifer (D<sub>3</sub>s<sup>2</sup>).</p>
<p>Being shallow groundwater, the D<sub>3</sub>x<sup>4</sup> aquifer is often used as the main source of drinking water for local communities in this area. Moreover, the lithology of this aquifer is mainly limestone with an average permeability coefficient of 0.0092&#xa0;m/d. Many springs are exposed with flow rates of 0.10&#x2013;0.70&#xa0;L/s. The main water source of D<sub>3</sub>x<sup>4</sup> is recharge through precipitation infiltration. Groundwater flows from south to north in the interlayer fracture zone; silicified and non-silicified limestone fissures and karst caves are found in the aquifer. Water drains out mainly through springs and flows into the Qingfeng River. Residential areas and factories, as well as some waste rocks and slags from mining and smelting, are stacked above D<sub>3</sub>x<sup>4</sup> (<xref ref-type="bibr" rid="B52">Wen et al., 2016</xref>; <xref ref-type="bibr" rid="B55">Xie et al., 2016</xref>).</p>
</sec>
<sec id="s3">
<title>3 Materials and Methods</title>
<sec id="s3-1">
<title>3.1 Sample Collection</title>
<p>A total of 43 D<sub>3</sub>x<sup>4</sup> water samples from the mine area were collected between June and September 2020, including 14 recharge-area, 13 runoff-area, and 16 discharge-area water samples (<xref ref-type="fig" rid="F1">Figure 1</xref>). Representative water samples were obtained from flowing water. Before collection, every sampling bottle was washed two to three times with distilled water and rinsed two to three times with sample water. Water samples were filtered through 0.45&#xa0;&#x3bc;m millipore filters and stored in high-density polyethylene (HDPE) bottles. At every sampling site, three bottles of 500&#xa0;ml water were collected: One bottle was the original sample, one bottle was acidified to pH &#x3c; 2 with 1:1 (v/v) nitric acid for cation and trace-element analyses, and 5% (v/v) 0.25&#xa0;M ethylenediamine tetraacetic acid (EDTA) was added to a third bottle of water to limit the oxidation of Sb(III) to Sb(V) during sampling (<xref ref-type="bibr" rid="B37">McCleskey et al., 2004</xref>; <xref ref-type="bibr" rid="B9">Daus and Wennrich, 2014</xref>). All sampling bottles were filled, labelled, sealed tightly, stored in a refrigerator at 4&#xb0;C, and sent to the laboratory for analysis. Most indicators were analyzed and determined by the Hunan provincial institute of geological testing and research.</p>
</sec>
<sec id="s3-2">
<title>3.2 Sample Analysis</title>
<p>The pH and ORP values were measured in the field using a portable acidity meter (HANNA H18424), and the total dissolved solids (TDS) values were measured in the field using an electrical conductivity (EC) meter (HANNA H1833). The main cations (i.e., calcium, magnesium, sodium, and potassium) were measured by inductively coupled plasma atomic emission spectroscopy (ICP-AES) with a detection limit of 0.01&#xa0;mg/L, whereas the main anions (i.e., chloride and sulfate) were determined by ion chromatography (Dionex ICS-1100) with an analytical precision of 0.01&#xa0;mg/L. Bicarbonate and carbonate were analyzed by titration with an analysis precision of 0.1&#xa0;mg/L. (<xref ref-type="bibr" rid="B51">Wen et al., 2018</xref>). Sb and Sb(III) concentrations were measured using a hydride generation atomic fluorescence spectrometer (HG-AFS), with an accuracy of 0.001&#xa0;mg/L. The concentration of Sb(V) is the concentration of Sb minus the concentration of Sb(III) (<xref ref-type="bibr" rid="B49">Wang et al., 2011</xref>).</p>
</sec>
<sec id="s3-3">
<title>3.3 Analytical Quality Control</title>
<p>The analytical precision of the ion concentrations was verified by calculating the ionic balance errors. The absolute ionic balance error of water samples was &#x3c; 5%. Moreover, 20% of the water samples were reanalyzed, and the error between the two results was found to be less than 10%. Each group of experiments required a blank experiment to ensure the accuracy and precision of the analytical results. All analyses were performed in triplicates; each reported value is the average of the three test results, with a relative standard deviation &#x3c; 10%.</p>
</sec>
<sec id="s3-4">
<title>3.4 Statistics Analysis</title>
<p>The Origin 2021 software was used to perform all statistical analyses, including descriptive statistical analysis, Pearson correlation analysis, and principal component analysis (PCA). Piper diagram was used to elucidate the hydrogeochemical characteristics.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s4">
<title>4 Results and Discussion</title>
<sec id="s4-1">
<title>4.1 Geochemical Characteristics of D<sub>3</sub>x<sup>4</sup> Water</title>
<p>The geochemical characteristics of D<sub>3</sub>x<sup>4</sup> water are presented in <xref ref-type="table" rid="T1">Table 1</xref>. The pH of D<sub>3</sub>x<sup>4</sup> water samples ranged from 4.97 to 9.32 (mean value: 7.15), indicating that 46.76% of D<sub>3</sub>x<sup>4</sup> water samples represented a weakly acidic environment. pH values ranged between 4.97 and 7.37 in the discharge area, and were lower than those in the recharge area (i.e., between 6.62 and 7.78) and runoff area (i.e., between 6.84 and 9.32).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Geochemical data of samples collected in this study.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Types</th>
<th align="center">K<sup>&#x2b;</sup>
</th>
<th align="center">Na<sup>&#x2b;</sup>
</th>
<th align="center">Ca<sup>2&#x2b;</sup>
</th>
<th align="center">Mg<sup>2&#x2b;</sup>
</th>
<th align="center">Cl<sup>&#x2212;</sup>
</th>
<th align="center">SO<sub>4</sub>
<sup>2&#x2212;</sup>
</th>
<th align="center">HCO<sub>3</sub>
<sup>&#x2212;</sup>
</th>
<th align="center">CO<sub>3</sub>
<sup>2&#x2212;</sup>
</th>
<th align="center">TDS</th>
<th rowspan="2" align="center">pH</th>
<th align="center">ORP</th>
</tr>
<tr>
<th colspan="9" align="center">mg/L</th>
<th align="center">V</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="12" align="left">Recharge area shallow groundwater (<italic>n</italic> &#x3d; 14)</td>
</tr>
<tr>
<td align="left">&#x2003;Min</td>
<td align="char" char=".">0.18</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">32.40</td>
<td align="char" char=".">1.58</td>
<td align="char" char=".">0.30</td>
<td align="char" char=".">59.20</td>
<td align="char" char=".">78.1</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">151</td>
<td align="char" char=".">6.62</td>
<td align="char" char=".">0.08</td>
</tr>
<tr>
<td align="left">&#x2003;Max</td>
<td align="char" char=".">6.20</td>
<td align="char" char=".">98.00</td>
<td align="char" char=".">210.00</td>
<td align="char" char=".">54.60</td>
<td align="char" char=".">11.80</td>
<td align="char" char=".">795.00</td>
<td align="char" char=".">260.0</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">1311</td>
<td align="char" char=".">7.78</td>
<td align="char" char=".">0.25</td>
</tr>
<tr>
<td align="left">&#x2003;Mean</td>
<td align="char" char=".">2.06</td>
<td align="char" char=".">29.13</td>
<td align="char" char=".">105.04</td>
<td align="char" char=".">18.32</td>
<td align="char" char=".">4.31</td>
<td align="char" char=".">306.76</td>
<td align="char" char=".">189.0</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">582</td>
<td align="char" char=".">7.25</td>
<td align="char" char=".">0.14</td>
</tr>
<tr>
<td align="left">&#x2003;SD</td>
<td align="char" char=".">2.12</td>
<td align="char" char=".">32.77</td>
<td align="char" char=".">43.71</td>
<td align="char" char=".">19.84</td>
<td align="char" char=".">3.98</td>
<td align="char" char=".">241.54</td>
<td align="char" char=".">58.5</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">340</td>
<td align="char" char=".">0.34</td>
<td align="char" char=".">0.05</td>
</tr>
<tr>
<td colspan="12" align="left">Runoff area shallow groundwater (<italic>n</italic> &#x3d; 13)</td>
</tr>
<tr>
<td align="left">&#x2003;Min</td>
<td align="char" char=".">0.26</td>
<td align="char" char=".">0.32</td>
<td align="char" char=".">20.40</td>
<td align="char" char=".">1.58</td>
<td align="char" char=".">0.31</td>
<td align="char" char=".">55.30</td>
<td align="char" char=".">110.0</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">190</td>
<td align="char" char=".">6.84</td>
<td align="char" char=".">0.12</td>
</tr>
<tr>
<td align="left">&#x2003;Max</td>
<td align="char" char=".">7.73</td>
<td align="char" char=".">395.00</td>
<td align="char" char=".">258.00</td>
<td align="char" char=".">27.90</td>
<td align="char" char=".">34.70</td>
<td align="char" char=".">587.00</td>
<td align="char" char=".">600.0</td>
<td align="char" char=".">133.0</td>
<td align="char" char=".">1229</td>
<td align="char" char=".">9.32</td>
<td align="char" char=".">0.26</td>
</tr>
<tr>
<td align="left">&#x2003;Mean</td>
<td align="char" char=".">3.01</td>
<td align="char" char=".">51.94</td>
<td align="char" char=".">94.80</td>
<td align="char" char=".">6.80</td>
<td align="char" char=".">6.80</td>
<td align="char" char=".">272.70</td>
<td align="char" char=".">226.2</td>
<td align="char" char=".">10.2</td>
<td align="char" char=".">595</td>
<td align="char" char=".">7.45</td>
<td align="char" char=".">0.18</td>
</tr>
<tr>
<td align="left">&#x2003;SD</td>
<td align="char" char=".">2.86</td>
<td align="char" char=".">112.83</td>
<td align="char" char=".">64.17</td>
<td align="char" char=".">6.95</td>
<td align="char" char=".">10.19</td>
<td align="char" char=".">200.46</td>
<td align="char" char=".">119.3</td>
<td align="char" char=".">36.9</td>
<td align="char" char=".">367</td>
<td align="char" char=".">0.63</td>
<td align="char" char=".">0.05</td>
</tr>
<tr>
<td colspan="12" align="left">Discharge area shallow groundwater (<italic>n</italic> &#x3d; 16)</td>
</tr>
<tr>
<td align="left">&#x2003;Min</td>
<td align="char" char=".">0.30</td>
<td align="char" char=".">0.390</td>
<td align="char" char=".">14.00</td>
<td align="char" char=".">1.61</td>
<td align="char" char=".">0.36</td>
<td align="char" char=".">47.10</td>
<td align="char" char=".">9.2</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">135</td>
<td align="char" char=".">4.97</td>
<td align="char" char=".">0.04</td>
</tr>
<tr>
<td align="left">&#x2003;Max</td>
<td align="char" char=".">7.69</td>
<td align="char" char=".">68.90</td>
<td align="char" char=".">101.00</td>
<td align="char" char=".">14.80</td>
<td align="char" char=".">11.60</td>
<td align="char" char=".">280.00</td>
<td align="char" char=".">244.0</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">527</td>
<td align="char" char=".">7.37</td>
<td align="char" char=".">0.22</td>
</tr>
<tr>
<td align="left">&#x2003;Mean</td>
<td align="char" char=".">2.82</td>
<td align="char" char=".">12.90</td>
<td align="char" char=".">57.09</td>
<td align="char" char=".">5.86</td>
<td align="char" char=".">2.46</td>
<td align="char" char=".">137.61</td>
<td align="char" char=".">137.9</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">311</td>
<td align="char" char=".">6.81</td>
<td align="char" char=".">0.13</td>
</tr>
<tr>
<td align="left">&#x2003;SD</td>
<td align="char" char=".">2.58</td>
<td align="char" char=".">20.60</td>
<td align="char" char=".">27.68</td>
<td align="char" char=".">3.70</td>
<td align="char" char=".">2.99</td>
<td align="char" char=".">66.46</td>
<td align="char" char=".">79.8</td>
<td align="char" char=".">0.0</td>
<td align="char" char=".">129</td>
<td align="char" char=".">0.63</td>
<td align="char" char=".">0.04</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The ORP of D<sub>3</sub>x<sup>4</sup> water samples ranged from 0.04 to 0.26&#xa0;V, indicating that all D<sub>3</sub>x<sup>4</sup> water samples represented an oxidized environment. These findings are consistent with those of <xref ref-type="bibr" rid="B60">Zhu et al. (2009)</xref>. Averages of ORP were 0.14, 0.18, and 0.13&#xa0;V, in the recharge, runoff, and discharge areas of D<sub>3</sub>x<sup>4</sup> water, respectively, i.e., the average ORP in the discharge area was lower than those in the recharge and runoff areas.</p>
<p>The TDS values ranged from 135 to 1,311&#xa0;mg/L, with 8.90% of D<sub>3</sub>x<sup>4</sup> water samples exhibiting TDS values higher than the value of the standards for drinking water (1,000&#xa0;mg/L; GB5749-2022). The TDS ranges in the recharge, runoff, and discharge areas of D<sub>3</sub>x<sup>4</sup> water were 151&#x2013;1,311, 190&#x2013;1,229, and 135&#x2013;527&#xa0;mg/L, respectively (mean values: 582, 595, and 311&#xa0;mg/L, respectively). The higher average TDS content in the recharge and runoff areas compared with runoff area indicated that recharge and runoff areas may be affected by human activities and ion exchange between shallow groundwater and the surrounding rock (<xref ref-type="bibr" rid="B40">Nyirenda et al., 2015</xref>).</p>
<p>SO<sub>4</sub>
<sup>2&#x2212;</sup> was the most abundant anion in the recharge and runoff areas, with average contents of 306.76 and 272.70&#xa0;mg/L, respectively, while HCO<sub>3</sub>
<sup>&#x2212;</sup> was the second anion, with average contents of 189.0 and 226.2&#xa0;mg/L, respectively. The average contents of Cl<sup>&#x2212;</sup> accounted for 0.86 and 1.31% of the total anions in the recharge and runoff areas, respectively. The order of anion contents in the runoff area was as follows: SO<sub>4</sub>
<sup>2&#x2212;</sup> (mean value: 272.70&#xa0;mg/L) &#x3e; HCO<sub>3</sub>
<sup>&#x2212;</sup> (mean value: 226.2&#xa0;mg/L) &#x3e; Cl<sup>&#x2212;</sup> (mean value: 6.80&#xa0;mg/L). The order of anion contents in the discharge area was as follows: HCO<sub>3</sub>
<sup>&#x2212;</sup>(mean value: 137.9&#xa0;mg/L) &#x3e; SO<sub>4</sub>
<sup>2&#x2212;</sup> (mean value: 137.61&#xa0;mg/L) &#x3e; Cl<sup>&#x2212;</sup> (mean value: 2.46&#xa0;mg/L). Ca<sup>2&#x2b;</sup> was the most abundant cation in the D<sub>3</sub>x<sup>4</sup> water samples, followed by Na<sup>&#x2b;</sup> and Mg<sup>2&#x2b;</sup>. The proportions of Ca<sup>2&#x2b;</sup> in the recharge, runoff, and discharge areas were 68.00%, 60.56%, and 72.57%, respectively.</p>
<p>Along the groundwater-flow direction (<xref ref-type="fig" rid="F3">Figure 3</xref>), the content of Ca<sup>2&#x2b;</sup> in D<sub>3</sub>x<sup>4</sup> water exhibited a decreasing trend, while the contents of Na<sup>&#x2b;</sup> and Mg<sup>2&#x2b;</sup> varied widely. The overall trend of K<sup>&#x2b;</sup> was similar to those of Na<sup>&#x2b;</sup> and Mg<sup>2&#x2b;</sup>. The anions SO<sub>4</sub>
<sup>2&#x2212;</sup> and HCO<sub>3</sub>
<sup>&#x2212;</sup> exhibited little changes in the recharge and runoff areas but decreased in the discharge area. Compared with the recharge area, the average contents of SO<sub>4</sub>
<sup>2&#x2212;</sup>, Ca<sup>2&#x2b;</sup>, and Mg<sup>2&#x2b;</sup> in the discharge area decreased by 55.14%, 45.65%, and 68.01%, respectively.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> spatial distribution of Sb; <bold>(B)</bold> Sb cumulative percentage.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g003.tif"/>
</fig>
<p>In the Piper diagram (<xref ref-type="fig" rid="F4">Figure 4</xref>), D<sub>3</sub>x<sup>4</sup> water appears dominated by Ca<sup>2&#x2b;</sup>, HCO<sub>3</sub>
<sup>&#x2212;</sup>, and SO<sub>4</sub>
<sup>2&#x2212;</sup>. The hydrochemical types in the recharge area are mainly Ca-HCO<sub>3</sub>-SO<sub>4</sub> type (35.71%) and Ca-SO<sub>4</sub>-HCO<sub>3</sub> type (28.57%); those in the runoff area are mainly Ca-HCO<sub>3</sub>-SO<sub>4</sub> type (38.46%) and Ca-SO<sub>4</sub>-HCO<sub>3</sub> type (38.46%); and the types in the discharge area are mainly Ca-HCO<sub>3</sub>-SO<sub>4</sub> type (37.50%) and Ca-SO<sub>4</sub>-HCO<sub>3</sub> type (25.00%).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Piper diagram of the ionic composition of the groundwater samples from D<sub>3</sub>x<sup>4</sup>.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g004.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>4.2 Morphological Characteristics of Antimony in D<sub>3</sub>x<sup>4</sup> Water</title>
<p>As shown in <xref ref-type="table" rid="T2">Table 2</xref>, in the recharge area of D<sub>3</sub>x<sup>4</sup> water, the Sb(III) content ranged from 2.000 &#xd7; 10<sup>&#x2212;4</sup> to 0.282&#xa0;mg/L (mean value: 0.066&#xa0;mg/L), the Sb(V) content ranged from 3.100 &#xd7; 10<sup>&#x2212;3</sup> to 7.700&#xa0;mg/L (mean value: 1.962&#xa0;mg/L), while the Sb content ranged from 3.300 &#xd7; 10<sup>&#x2212;3</sup> to 7.982&#xa0;mg/L (mean value: 2.028&#xa0;mg/L). In the runoff area, the Sb(III) content ranged from 1.200 &#xd7; 10<sup>&#x2212;3</sup> to 0.726&#xa0;mg/L (mean value: 0.116&#xa0;mg/L), the Sb(V) content ranged from 1.610 &#xd7; 10<sup>&#x2212;2</sup> to 16.600&#xa0;mg/L (mean value: 3.328&#xa0;mg/L), and the Sb content ranged from 1.760 &#xd7; 10<sup>&#x2212;2</sup> to 17.326&#xa0;mg/L (mean value: 3.445&#xa0;mg/L). In the discharge area, the content of Sb(III) ranged from 6.000 &#xd7; 10<sup>&#x2212;4</sup> to 0.573&#xa0;mg/L (mean value: 0.078&#xa0;mg/L), the content of Sb(V) ranged from 1.170 &#xd7; 10<sup>&#x2212;2</sup> to 16.200&#xa0;mg/L (mean value: 2.499&#xa0;mg/L), and the content of Sb ranged from 1.230 &#xd7; 10<sup>&#x2212;2</sup> to 16.773&#xa0;mg/L (mean value: 2.577&#xa0;mg/L). The Sb content values in the shallow groundwater of the XKS Sb mine were lower than those reported by <xref ref-type="bibr" rid="B55">Xie et al. (2016)</xref> and <xref ref-type="bibr" rid="B51">Wen et al. (2018)</xref>. The average Sb contents in the recharge, runoff, and discharge areas were 405, 687, and 515 times greater, respectively, than the limit defined by China&#x2019;s national drinking water quality guidelines (i.e., 0.005&#xa0;mg/L).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Concentrations of Sb in this study.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Types</th>
<th align="center">Sb(III)</th>
<th align="center">Sb(V)</th>
<th align="center">Sb</th>
</tr>
<tr>
<th colspan="3" align="center">mg/L</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="4" align="left">Recharge area shallow groundwater (<italic>n</italic> &#x3d; 14)</td>
</tr>
<tr>
<td align="left">&#x2003;Min</td>
<td align="center">2.000 &#xd7; 10<sup>&#x2212;4</sup>
</td>
<td align="center">3.100 &#xd7; 10<sup>&#x2212;3</sup>
</td>
<td align="center">3.300 &#xd7; 10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="left">&#x2003;Max</td>
<td align="center">0.282</td>
<td align="center">7.700</td>
<td align="center">7.982</td>
</tr>
<tr>
<td align="left">&#x2003;Mean</td>
<td align="center">0.066</td>
<td align="center">1.962</td>
<td align="center">2.028</td>
</tr>
<tr>
<td align="left">&#x2003;SD</td>
<td align="center">0.098</td>
<td align="center">2.824</td>
<td align="center">2.921</td>
</tr>
<tr>
<td colspan="4" align="left">Runoff area shallow groundwater (<italic>n</italic> &#x3d; 13)</td>
</tr>
<tr>
<td align="left">&#x2003;Min</td>
<td align="center">1.200 &#xd7; 10<sup>&#x2212;3</sup>
</td>
<td align="center">1.610 &#xd7; 10<sup>&#x2212;2</sup>
</td>
<td align="center">1.760 &#xd7; 10<sup>&#x2212;2</sup>
</td>
</tr>
<tr>
<td align="left">&#x2003;Max</td>
<td align="center">0.726</td>
<td align="center">16.600</td>
<td align="center">17.326</td>
</tr>
<tr>
<td align="left">&#x2003;Mean</td>
<td align="center">0.116</td>
<td align="center">3.328</td>
<td align="center">3.445</td>
</tr>
<tr>
<td align="left">&#x2003;SD</td>
<td align="center">0.220</td>
<td align="center">5.603</td>
<td align="center">5.818</td>
</tr>
<tr>
<td colspan="4" align="left">Discharge area shallow groundwater (<italic>n</italic> &#x3d; 16)</td>
</tr>
<tr>
<td align="left">&#x2003;Min</td>
<td align="center">6.000 &#xd7; 10<sup>&#x2212;4</sup>
</td>
<td align="center">1.170 &#xd7; 10<sup>&#x2212;2</sup>
</td>
<td align="center">1.230 &#xd7; 10<sup>&#x2212;2</sup>
</td>
</tr>
<tr>
<td align="left">&#x2003;Max</td>
<td align="center">0.573</td>
<td align="center">16.200</td>
<td align="center">16.773</td>
</tr>
<tr>
<td align="left">&#x2003;Mean</td>
<td align="center">0.078</td>
<td align="center">2.499</td>
<td align="center">2.577</td>
</tr>
<tr>
<td align="left">&#x2003;SD</td>
<td align="center">0.145</td>
<td align="center">4.391</td>
<td align="center">4.534</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As shown in <xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="fig" rid="F5">Figure 5</xref>, the Sb(V) contents in the recharge, runoff, and discharge areas were higher than those of Sb(III), suggesting that D<sub>3</sub>x<sup>4</sup> water was dominated by Sb(V). The spatial distribution of Sb (<xref ref-type="fig" rid="F5">Figure 5A</xref>) revealed that, along with the groundwater flow, the contents of Sb(III), Sb(V), and Sb first increased, then decreased, and then increased again. The changing trends of Sb and Sb(V) were similar, indicating that the geochemical behavior of Sb was mainly controlled by Sb(V).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Spatial distribution of cations; <bold>(B)</bold> spatial distribution of anions.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g005.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>4.3 Formation Mechanisms</title>
<sec id="s4-3-1">
<title>4.3.1 Relationship Between Antimony and Geochemical Factors</title>
<p>
<xref ref-type="fig" rid="F6">Figure 6A</xref> reveals the positive correlations between the Sb and SO<sub>4</sub>
<sup>2&#x2212;</sup> contents in the recharge and runoff areas, with R<sup>2</sup> &#x3d; 0.76 and 0.55, respectively, indicating the dissolution of Sb-bearing sulfide minerals. Sb<sub>2</sub>S<sub>3</sub> is the main ore mineral of Sb in the XKS Sb mine (<xref ref-type="bibr" rid="B11">Fan et al., 2004</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Relationships between Sb content and the geochemical characteristics of the water samples: <bold>(A)</bold> Sb versus SO<sub>4</sub>
<sup>2&#x2212;</sup>; <bold>(B)</bold> Sb versus Cl<sup>&#x2212;</sup>; <bold>(C)</bold> Sb versus HCO<sub>3</sub>
<sup>&#x2212;</sup>; <bold>(D)</bold> Sb versus TDS; <bold>(E)</bold> Sb versus Na<sup>&#x2b;</sup> &#x2b; K<sup>&#x2b;</sup>.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g006.tif"/>
</fig>
<p>In the Sb<sub>2</sub>S<sub>3</sub> oxidation reaction, Sb/SO<sub>4</sub>
<sup>2&#x2212;</sup> satisfies the 2:3 relationship (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>). In <xref ref-type="fig" rid="F6">Figure 6A</xref>, all water samples are from below the Sb<sub>2</sub>S<sub>3</sub> oxidation-reaction line, with the high SO<sub>4</sub>
<sup>2&#x2212;</sup> content indicating the dissolution of other sulfate minerals, such as pyrite (<xref ref-type="bibr" rid="B6">Casiot et al., 2007</xref>; <xref ref-type="bibr" rid="B52">Wen et al., 2016</xref>; <xref ref-type="bibr" rid="B18">Guo et al., 2018</xref>). However, the correlation between the Sb and SO<sub>4</sub>
<sup>2&#x2212;</sup> contents in the discharge area was not obvious, indicating that the dissolution of Sb-bearing sulfide minerals had little influence on the change of Sb content in the discharge area (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The distributions of Sb(V) and Sb contents were similar, indicating that the recharge, runoff, and discharge of D<sub>3</sub>x<sup>4</sup> water were mainly controlled by Sb(V).</p>
<p>
<xref ref-type="fig" rid="F6">Figure 6B</xref> shows that the positive correlation between Sb and Cl<sup>&#x2212;</sup> in the runoff area, indicating that the influence of anthropogenic activities on the increase of Sb content in the runoff area can not be ignored (<xref ref-type="bibr" rid="B20">Hao et al., 2021</xref>). The Sb content exhibited stronger positive correlations with the contents of HCO<sub>3</sub>
<sup>&#x2212;</sup>, and TDS in the runoff area than in the recharge and discharge areas (<xref ref-type="fig" rid="F6">Figures 6C,D</xref>), indicating that a strong water&#x2013;rock interaction can promote the dissolution of carbonate minerals and neutralize the H<sup>&#x2b;</sup> generated by the dissolution of Sb<sub>2</sub>S<sub>3.</sub> This accelerates the oxidative dissolution of Sb<sub>2</sub>S<sub>3</sub> in a weakly alkaline environment (<xref ref-type="bibr" rid="B5">Biver and Shotyk, 2012</xref>; <xref ref-type="bibr" rid="B40">Nyirenda et al., 2015</xref>), and generates Sb(V) in the form of Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>, thereby promoting the content of Sb.</p>
<p>
<xref ref-type="fig" rid="F6">Figure 6E</xref> shows that Sb and Na<sup>&#x2b;</sup>&#x2b;K<sup>&#x2b;</sup> were more strongly correlated in the recharge and runoff areas (R<sup>2</sup>: 0.79 and 0.83, respectively) than in the discharge area of D<sub>3</sub>x<sup>4</sup> water, indicating that the increase in Sb content in the recharge and runoff areas was related to the dissolution of Na-containing minerals and ion exchange. The arsenic-alkali residues produced by Sb smelting was the main Na-containing mineral in the study area, and Sb existed in the form of Na<sub>3</sub>SbO<sub>4</sub>, NaSbS<sub>2</sub>, and Na<sub>3</sub>SbS<sub>4</sub> (<xref ref-type="bibr" rid="B10">Deng et al., 2014</xref>; <xref ref-type="bibr" rid="B35">Long et al., 2020</xref>). The chemical reactions are as follows: <disp-formula id="e2">
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</p>
</sec>
<sec id="s4-3-2">
<title>4.3.2 Redox Process</title>
<p>In oxidizing water, when pH ranged between 4.50 and 6.50, Sb existed in the form of Sb(OH)<sub>3</sub>; when pH ranged between 6.50 and 8.00, Sb(V) was the main form, existing mainly in the form of anion Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>, while only a small part of Sb(III) existed, in which Sb existed in the recharge and discharge areas as Sb(OH)<sub>3</sub> and Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>, and in the runoff area as Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>; when pH was greater than 8.00, Sb existed in the form of Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup> (<xref ref-type="fig" rid="F7">Figure 7</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Relationship between pH and ORP for all shallow groundwater samples.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g007.tif"/>
</fig>
<p>The poor correlations between Sb content and ORP in the recharge, runoff, and discharge areas (<xref ref-type="fig" rid="F8">Figure 8A</xref>) suggested that the ORP values had little effect on the morphology of Sb. The Sb(V) content in the runoff area was moderately correlated with pH, whereas the Sb contents in the recharge and discharge areas were poorly correlated with pH (<xref ref-type="fig" rid="F8">Figure 8B</xref>). Therefore, pH affected the presence of Sb valence in the runoff area, while its impact on the presence of Sb in the recharge and discharge areas can be ignored.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<bold>(A)</bold> ORP versus Sb; <bold>(B)</bold> pH versus Sb.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g008.tif"/>
</fig>
<p>The main form of Sb in rocks or minerals was Sb(III); however, in the water bodies surrounding the Sb ore areas, Sb was mainly in the form of Sb(V) (<xref ref-type="bibr" rid="B6">Casiot et al., 2007</xref>; <xref ref-type="bibr" rid="B38">Multani et al., 2016</xref>). This indicated that Sb would migrate in the form of Sb(III) from rocks and minerals to the water body, where Sb(III) would oxidize to Sb(V) (<xref ref-type="bibr" rid="B2">Ashley et al., 2003</xref>). After the mining activity in the study area, O<sub>2</sub> would enter the underground goaf, thereby changing the groundwater environment in the recharge, runoff, and discharge areas from a reduced to an oxidized state and providing sufficient conditions for mineral oxidation. Sb(III) and Sb(V) were positively correlated with SO<sub>4</sub>
<sup>2&#x2212;</sup> in the recharge and runoff areas, with 0.74, 0.76, 0.55, and 0.55 correlation coefficients, respectively (<xref ref-type="fig" rid="F6">Figure 6A</xref>), indicating that Sb<sub>2</sub>S<sub>3</sub> in the ore seam would undergo an oxidation reaction upon contact with oxygen during the mining process. In the system with coexisting Sb and iron (Fe), Fe(II), and Fe(III) promoted the oxidation of Sb(III) through a catalytic reaction in an acidic water environment (<xref ref-type="bibr" rid="B30">Leuz et al., 2006a</xref>; <xref ref-type="bibr" rid="B29">Jiang et al., 2020</xref>). With a pH increase, the main form of Fe in the study area would be Fe(OH)<sub>3</sub>, Fe-assisted oxidation would weaken, pH would play the main role, Sb(III) would be hydrolyzed in eutrophic water, and the content of Sb(OH)<sub>4</sub>
<sup>&#x2212;</sup> would increase, while Sb(OH)<sub>4</sub>
<sup>&#x2212;</sup> would oxidize to form Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup> (<xref ref-type="bibr" rid="B31">Leuz et al., 2006b</xref>; <xref ref-type="bibr" rid="B38">Multani et al., 2016</xref>; <xref ref-type="bibr" rid="B34">Liu et al., 2021</xref>). The reactions are as follows:<disp-formula id="e6">
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</disp-formula>
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</disp-formula>
</p>
</sec>
<sec id="s4-3-3">
<title>4.3.3 Principal Component Analysis</title>
<p>PCA data were showed in <xref ref-type="table" rid="T3">Table 3</xref>, the cumulative contribution rate was obtained by extracting the initial eigenvalues in the element correlation-coefficient matrix for D<sub>3</sub>x<sup>4</sup> water. Following the principle according to which the total of the initial eigenvalues is greater than unity, three common factors with eigenvalues greater than unity when analyzing the Sb pollution source were found 81.87% of the pollution source information in D<sub>3</sub>x<sup>4</sup> water, indicating that the extraction of three common factors satisfied the principal components, which could represent key hydrochemical characteristics.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Principal component analysis in the study area.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Ingredient</th>
<th rowspan="2" align="center">Elements</th>
<th colspan="3" align="center">Initial eigenvalues</th>
<th colspan="3" align="center">Extract sum of squares</th>
</tr>
<tr>
<th align="center">Total</th>
<th align="center">Variance %</th>
<th align="center">Accumulation %</th>
<th align="center">Total</th>
<th align="center">Variance %</th>
<th align="center">Accumulation %</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="center">Sb</td>
<td align="center">4.50</td>
<td align="center">44.98</td>
<td align="center">44.98</td>
<td align="center">4.49</td>
<td align="center">44.98</td>
<td align="center">44.98</td>
</tr>
<tr>
<td align="left">2</td>
<td align="center">K<sup>&#x2b;</sup>
</td>
<td align="center">2.39</td>
<td align="center">23.88</td>
<td align="center">68.86</td>
<td align="center">2.39</td>
<td align="center">23.88</td>
<td align="center">68.86</td>
</tr>
<tr>
<td align="left">3</td>
<td align="center">Na<sup>&#x2b;</sup>
</td>
<td align="center">1.30</td>
<td align="center">13.01</td>
<td align="center">81.87</td>
<td align="center">1.30</td>
<td align="center">13.01</td>
<td align="center">81.87</td>
</tr>
<tr>
<td align="left">4</td>
<td align="center">Ca<sup>2&#x2b;</sup>
</td>
<td align="center">0.62</td>
<td align="center">6.24</td>
<td align="center">88.11</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">5</td>
<td align="center">Mg<sup>2&#x2b;</sup>
</td>
<td align="center">0.46</td>
<td align="center">4.63</td>
<td align="center">92.74</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">6</td>
<td align="center">Cl<sup>&#x2212;</sup>
</td>
<td align="center">0.33</td>
<td align="center">3.29</td>
<td align="center">96.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">7</td>
<td align="center">SO<sub>4</sub>
<sup>2&#x2212;</sup>
</td>
<td align="center">0.20</td>
<td align="center">2.06</td>
<td align="center">98.09</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">8</td>
<td align="center">HCO<sub>3</sub>
<sup>&#x2212;</sup>
</td>
<td align="center">0.112</td>
<td align="center">1.12</td>
<td align="center">99.21</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">9</td>
<td align="center">CO<sub>3</sub>
<sup>2&#x2212;</sup>
</td>
<td align="center">0.05</td>
<td align="center">0.52</td>
<td align="center">99.73</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">10</td>
<td align="center">pH</td>
<td align="center">0.03</td>
<td align="center">0.27</td>
<td align="center">100</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>According to the PCA matrix (<xref ref-type="table" rid="T4">Table 4</xref>; <xref ref-type="fig" rid="F9">Figure 9</xref>), factor 1 (49.98%) was predominantly loaded on Sb, K<sup>&#x2b;</sup>, Na<sup>&#x2b;</sup>, Cl<sup>&#x2212;</sup>, HCO<sub>3</sub>
<sup>&#x2212;</sup>, and CO<sub>3</sub>
<sup>2&#x2212;</sup>. The primary sources of Sb were influenced by rock weathering, anthropogenic processes, especially the mining activities, leaching of arsenic-alkali residues, and ion-exchange interactions.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Composition matrix and common factor variance in the study area.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Elements</th>
<th colspan="3" align="center">Ingredient</th>
</tr>
<tr>
<th align="center">1</th>
<th align="center">2</th>
<th align="center">3</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sb</td>
<td align="char" char=".">0.78</td>
<td align="char" char=".">&#x2212;0.02</td>
<td align="char" char=".">&#x2212;0.39</td>
</tr>
<tr>
<td align="left">K<sup>&#x2b;</sup>
</td>
<td align="char" char=".">0.63</td>
<td align="char" char=".">0.33</td>
<td align="char" char=".">&#x2212;0.49</td>
</tr>
<tr>
<td align="left">Na<sup>&#x2b;</sup>
</td>
<td align="char" char=".">0.87</td>
<td align="char" char=".">0.32</td>
<td align="char" char=".">&#x2212;0.10</td>
</tr>
<tr>
<td align="left">Ca<sup>2&#x2b;</sup>
</td>
<td align="char" char=".">0.40</td>
<td align="char" char=".">0.70</td>
<td align="char" char=".">0.42</td>
</tr>
<tr>
<td align="left">Mg<sup>2&#x2b;</sup>
</td>
<td align="char" char=".">0.41</td>
<td align="char" char=".">0.74</td>
<td align="char" char=".">0.21</td>
</tr>
<tr>
<td align="left">Cl<sup>&#x2212;</sup>
</td>
<td align="char" char=".">0.75</td>
<td align="char" char=".">&#x2212;0.04</td>
<td align="char" char=".">&#x2212;0.41</td>
</tr>
<tr>
<td align="left">SO<sub>4</sub>
<sup>2&#x2212;</sup>
</td>
<td align="char" char=".">0.64</td>
<td align="char" char=".">0.70</td>
<td align="char" char=".">0.04</td>
</tr>
<tr>
<td align="left">HCO<sub>3</sub>
<sup>&#x2212;</sup>
</td>
<td align="char" char=".">0.72</td>
<td align="char" char=".">&#x2212;0.38</td>
<td align="char" char=".">0.52</td>
</tr>
<tr>
<td align="left">CO<sub>3</sub>
<sup>2&#x2212;</sup>
</td>
<td align="char" char=".">0.67</td>
<td align="char" char=".">&#x2212;0.64</td>
<td align="char" char=".">0.03</td>
</tr>
<tr>
<td align="left">pH</td>
<td align="char" char=".">0.69</td>
<td align="char" char=".">&#x2212;0.32</td>
<td align="char" char=".">0.54</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Composition diagram for the groundwater from D<sub>3</sub>x<sup>4</sup>.</p>
</caption>
<graphic xlink:href="fenvs-10-950096-g009.tif"/>
</fig>
<p>Some water samples from the recharge area of D<sub>3</sub>x<sup>4</sup> water were from the dominant rock-weathering field and were mainly affected by silicate weathering in <xref ref-type="sec" rid="s11">Supplementary Figure S3</xref> (<xref ref-type="bibr" rid="B59">Zhu et al., 2011</xref>; <xref ref-type="bibr" rid="B56">Xing et al., 2013</xref>). At the same time, the water samples from the recharge area tended to go from the dominant rock-weathering field to the dominant evaporation/concentration field. Previous studies have found abundant silicified limestones in this area, whose main mineral components are quartz and low-temperature albite (NaAl<sub>2</sub>Si<sub>3</sub>O<sub>8</sub>) (<xref ref-type="bibr" rid="B21">Hao et al., 2020a</xref>). The reactions of the silicate water&#x2013;rock interaction are the following:<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>8</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>11</mml:mn>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>5</mml:mn>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">Si</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:msubsup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>3</mml:mn>
<mml:mtext>&#x2212;</mml:mtext>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
<disp-formula id="e11">
<mml:math id="m11">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>8</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>9</mml:mn>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>5</mml:mn>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4</mml:mn>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">Si</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
<p>The D<sub>3</sub>x<sup>4</sup> water samples in the runoff and discharge areas were mainly located in the dominant rock-weathering field (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>), and the water&#x2013;rock interaction was jointly controlled by the weathering of silicate minerals and dissolution of carbonate minerals (<xref ref-type="sec" rid="s11">Supplementary Figure S4</xref>) (<xref ref-type="bibr" rid="B17">Gibbs, 1970</xref>; <xref ref-type="bibr" rid="B3">Belkhiri et al., 2010</xref>; <xref ref-type="bibr" rid="B33">Liu et al., 2016</xref>). The dissolution of carbonate and silicate minerals would promote the Sb<sub>2</sub>S<sub>3</sub> reaction and increase the Sb(&#x2164;) content. Some water samples in the recharge and runoff areas were outside the Gibbs diagram, indicating that they may also have been affected by human activities (<xref ref-type="bibr" rid="B45">Thomas et al., 2013</xref>). At the same time, the presence of Cl<sup>&#x2212;</sup> indicates the influence of anthropogenic activities (<xref ref-type="bibr" rid="B20">Hao et al., 2021</xref>).</p>
<p>The presence of K<sup>&#x2b;</sup> and Na<sup>&#x2b;</sup> indicated the leaching of arsenic-alkali residues and the effect of ion-exchange interactions (<xref ref-type="bibr" rid="B54">Xiao et al., 2015</xref>; <xref ref-type="bibr" rid="B28">Jia et al., 2020</xref>). The increase in Sb content in the recharge and runoff areas was affected by the leaching of arsenic-alkali residues (<xref ref-type="fig" rid="F6">Figure 6E</xref>). The production of arsenic-alkali residues are mainly influenced by mining activities, so the source and content of Sb in the recharge and runoff areas were also influenced by the mining activities (<xref ref-type="bibr" rid="B35">Long et al., 2020</xref>). The study area is affected by long-term mining activities, as well as the effect of solid wastes, such as domestic and mining wastes (<xref ref-type="bibr" rid="B52">Wen et al., 2016</xref>; <xref ref-type="bibr" rid="B18">Guo et al., 2018</xref>; <xref ref-type="bibr" rid="B21">Hao et al., 2020a</xref>). Further, calcium, magnesium, and other substances in the soil are replaced through oxidative decomposition under the effects of light, oxygen, plants, and microorganisms. After their release, under the influence of rainwater erosion and surface runoff, they enter the groundwater, and Ca<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup> have reverse cation exchanges with K<sup>&#x2b;</sup> and Na<sup>&#x2b;</sup> in the surrounding rock, which increase the content of K<sup>&#x2b;</sup> and Na<sup>&#x2b;</sup> in the water (<xref ref-type="sec" rid="s11">Supplementary Figure S5</xref>) (<xref ref-type="bibr" rid="B56">Xing et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B20">Hao et al., 2021</xref>). Along the groundwater-flow direction, from the recharge area to the runoff area, the Na<sup>&#x2b;</sup> content first increased and then decreased; from the runoff area to the discharge area, the Na<sup>&#x2b;</sup> content first increased and then decreased (<xref ref-type="fig" rid="F3">Figure 3A</xref>). This result may be related to ion exchange (<xref ref-type="bibr" rid="B22">Hao et al., 2020b</xref>). Ion exchange occurred in the recharge, runoff, and discharge areas of D<sub>3</sub>x<sup>4</sup> in the study area (<xref ref-type="sec" rid="s11">Supplementary Figure S6</xref>). Owing to rock weathering, mining activities, waste-rock residues, and domestic garbage accumulation in the XKS Sb mining area in Hunan, Sb-containing pollutants would enter the shallow groundwater through rainwater erosion and surface runoff, thereby increasing the Sb(&#x2164;) content in the D<sub>3</sub>x<sup>4</sup> water.</p>
<p>Factor 2 (23.88%) was predominantly loaded on Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, and SO<sub>4</sub>
<sup>2&#x2212;</sup>, indicating carbonate and silicate mineral dissolutions and cation exchange (<xref ref-type="bibr" rid="B20">Hao et al., 2021</xref>). Mineral dissolution controls the chemical composition of water in recharge and discharge areas (<xref ref-type="sec" rid="s11">Supplementary Figure S7</xref>).</p>
<p>Factor 3 (13.01%) was dominated by HCO<sub>3</sub>
<sup>&#x2212;</sup> and pH, which were affected by competitive adsorption and redox. HCO<sub>3</sub>
<sup>&#x2212;</sup> can reduce the effective adsorption sites of the adsorbent through competitive adsorption, thereby affecting the attachment of Sb to minerals. Generally, a high HCO<sub>3</sub>
<sup>&#x2212;</sup> concentration leads to stronger competitive adsorption; thus, the released Sb(&#x2164;) content increases (<xref ref-type="bibr" rid="B50">Wang et al., 2018</xref>; <xref ref-type="bibr" rid="B20">Hao et al., 2021</xref>). <xref ref-type="fig" rid="F6">Figure 6C</xref> shows that the Sb content in the runoff area was positively correlated with HCO<sub>3</sub>
<sup>&#x2212;</sup> (R<sup>2</sup> &#x3d; 0.53), while there was no obvious correlation between the recharge and the discharge areas. The HCO<sub>3</sub>
<sup>&#x2212;</sup> content and the corresponding Sb content in the runoff area were higher than those in the recharge and discharge areas (<xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>), indicating that the HCO<sub>3</sub>
<sup>&#x2212;</sup> competitive adsorption in the runoff area promoted an increase in Sb(&#x2164;) content.</p>
<p>The pH had no effect on the adsorption of Sb(III), and the adsorption of Sb(V) decreased with increasing pH. Generally, Sb is adsorbed on Fe oxides, and with a pH increase, Fe mainly exists in the form of Fe(OH)<sub>3</sub> precipitation in the water environment; the adsorption is weakened, desorption occurs, and Sb is released into the water environment (<xref ref-type="bibr" rid="B15">Flynn et al., 2003</xref>; <xref ref-type="bibr" rid="B53">Wilson et al., 2010</xref>; <xref ref-type="bibr" rid="B36">Loni et al., 2020</xref>). Fe(OH)<sub>3</sub> has no effect on Sb(III) oxidation, and high pH promotes the hydrolysis of Sb(III) to form Sb(V). In this case, the pH affected the increase in Sb(&#x2164;) content in the runoff area (<xref ref-type="fig" rid="F8">Figure 8B</xref>).</p>
<p>The contribution rates of PCA1, PCA2, and PCA3 were 49.98%, 23.88%, and 13.01%, respectively. The contribution rate of PCA1 was higher than those of the other two principal components, so the main source of Sb contamination in D<sub>3</sub>x<sup>4</sup> water was mainly influenced by the source of PCA1, i.e., Sb<sub>2</sub>S<sub>3</sub> oxidative dissolution, mining activities, and arsenic-alkali residue leaching. The formation mechanism of Sb in the recharge area was mainly affected by silicate mineral weathering, mineral dissolution, and ion exchange; in the runoff area, it was mainly affected by mineral dissolution, competitive adsorption, ion exchange, and redox; and in the discharge area, it was mainly affected by mineral dissolution and ion exchange. The effect of ion-exchange interaction on the composition of shallow groundwater in the runoff and discharge areas was higher than that of mineral dissolution.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion</title>
<p>The distribution characteristics and formation mechanisms of the different Sb valence states were studied by analyzing the content of Sb(III), Sb(V), and Sb in the groundwater in the recharge, runoff, and discharge areas of D<sub>3</sub>x<sup>4</sup> water. The main conclusions are as follows:<list list-type="simple">
<list-item>
<p>(1) The ranges of Sb content in the recharge, runoff, and discharge areas of D<sub>3</sub>x<sup>4</sup> water were 3.300 &#xd7; 10<sup>&#x2212;3</sup>&#x2013;7.982, 1.760 &#xd7; 10<sup>&#x2212;2</sup>&#x2013;17.326, and 1.230 &#xd7; 10<sup>&#x2212;2</sup>&#x2013;16.773&#xa0;mg/L, respectively (mean values: 2.028, 3.445, and 2,577&#xa0;mg/L, respectively), which were 405, 687, and 515 times greater, respectively, than the permissible limit according to China&#x2019;s national drinking water quality guidelines (i.e., 0.005&#xa0;mg/L; GB5749-2022).</p>
</list-item>
<list-item>
<p>(2) The average Sb(V) content was higher than that of Sb(III) in the recharge, runoff, and discharge areas of D<sub>3</sub>x<sup>4</sup>. D<sub>3</sub>x<sup>4</sup> water was dominated by Sb(V), which was present in the form of Sb(OH)<sub>6</sub>
<sup>&#x2212;</sup>.</p>
</list-item>
<list-item>
<p>(3) The Sb(V) in the groundwater of D<sub>3</sub>x<sup>4</sup> mainly originated from the oxidative dissolution of Sb<sub>2</sub>S<sub>3</sub>, the mining activities, and the leaching of arsenic-alkali residues. Silicate mineral weathering, carbonate mineral dissolution, and ion exchange in the recharge, runoff, and discharge areas promote the dissolution of Sb<sub>2</sub>S<sub>3</sub>. At the same time, affected by redox and competitive adsorption in the runoff area, Sb(III) can be hydrolyzed, and Sb(V) can be desorbed, increasing the Sb(V) content.</p>
</list-item>
</list>
</p>
<p>About the environmental implication with limitation, due to limited experimental conditions, this paper only studied the part of inorganic Sb. However, organic Sb also has a great impact on the environment, which requires further research.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Conceptualization, methodology, and writing- original draft preparation, XS; data curation, visualization, and investigation, YL and CL; software and investigation, LZ and ZL; supervision, writing- reviewing, and editing, CH. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by the Natural Science Foundation of Hebei Province (D2021508004), the Open Fund of State Key Laboratory of Groundwater Protection and Utilization by Coal Mining (Grant number SHJT-17-42.17), and the ecological restoration project in the Lengshuijiang antimony mine area (Grant LCG2020009).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>Authors XS and CH are employed by North China Institute of Science and Technology. Authors YL, LZ, and ZL are employed by Hebei Geo-Environment Monitoring. Author CL is employed by Liaoning Metallurgical Geological Exploration Research Institute Co. Ltd.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fenvs.2022.950096/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenvs.2022.950096/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet2.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.ZIP" id="SM2" mimetype="application/ZIP" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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