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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">757094</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.757094</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>Spatiotemporal Variation of Hydrogen and Oxygen Stable Isotopes in the Yarlung Tsangpo River Basin, Southern Tibetan Plateau</article-title>
<alt-title alt-title-type="left-running-head">Yan et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Spatiotemporal Variation of Stable Isotopes</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yan</surname>
<given-names>Ya-Ni</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1542046/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Jun-Wen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1438910/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Gui-Shan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1439124/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Jian-Yang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Dong</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>Zhi-Qi</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">
<label>
<sup>1</sup>
</label>School of Earth Science and Resources, Chang&#x2019;an University, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, <addr-line>Guiyang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>School of Resource and Environment, Henan Polytechnic University, <addr-line>Jiaozuo</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>School of Chemistry and Materials Science, Guizhou Education University, <addr-line>Guiyang</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/1290693/overview">Mao-Yong He</ext-link>, Institute of Earth Environment (CAS), 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/782102/overview">Si-Liang Li</ext-link>, Tianjin University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1275727/overview">Buli Cui</ext-link>, Ludong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jun-Wen Zhang, <email>zhangjunwen@tju.edu.cn</email>; Zhi-Qi Zhao, <email>zhaozhiqi@chd.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Hydrosphere, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>757094</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Yan, Zhang, Zhang, Zhang, Guo, Zhang, Wu and Zhao.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Yan, Zhang, Zhang, Zhang, Guo, Zhang, Wu and Zhao</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Characterization of spatiotemporal variation of the stable isotopes &#x3b4;<sup>18</sup>O and &#x3b4;D in surface water is essential to trace the water cycle, indicate moisture sources, and reconstruct paleoaltimetry. In this study, river water, rainwater, and groundwater samples were collected in the Yarlung Tsangpo River (YTR) Basin before (BM) and after the monsoon precipitation (AM) to investigate the &#x3b4;<sup>18</sup>O and &#x3b4;D spatiotemporal variation of natural water. Most of the river waters are distributed along GMWL and the line of d-excess &#x3d; 10&#x2030;, indicating that they are mainly originated from precipitation. Temporally, the &#x3b4;<sup>18</sup>O and &#x3b4;D of&#x20;river water are higher in BM series (SWL: &#x3b4;D &#x3d; 10.26&#x3b4;<sup>18</sup>O&#x2b;43.01, R<sup>2</sup> &#x3d; 0.98) than AM series (SWL: &#x3b4;D &#x3d; 9.10&#x3b4;<sup>18</sup>O &#x2b; 26.73, R<sup>2</sup> &#x3d; 0.82). Spatially, the isotopic compositions of&#x20;tributaries increase gradually from west to east (BM: &#x3b4;<sup>18</sup>O &#x3d; 0.65Lon (&#xb0;)-73.89, R<sup>2</sup>&#x20;&#x3d;&#x20;0.79; AM: &#x3b4;<sup>18</sup>O &#x3d; 0.45Lon (&#xb0;)-57.81, R<sup>2</sup> &#x3d; 0.70) and from high altitude to low (BM: &#x3b4;<sup>18</sup>O &#x3d; &#x2212;0.0025Alt(m)-73.89, R<sup>2</sup> &#x3d; 0.66; AM: &#x3b4;<sup>18</sup>O &#x3d; &#x2212;0.0018Alt(m)-10.57, R<sup>2</sup> &#x3d; 0.58), which conforms to the &#x201c;continent effect&#x201d; and &#x201c;altitude effect&#x201d; of precipitation. In the lower reaches of the mainstream, rainwater is the main source, so the variations of &#x3b4;<sup>18</sup>O and &#x3b4;D are normally elevated with the flow direction. Anomalously, in the middle reaches, the &#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D<sub>mainstream</sub> values firstly increase and then decrease. From the Saga to Lhaze section, the higher positive values of &#x3b4;<sup>18</sup>O<sub>mainstream</sub> are mainly caused by groundwater afflux, which has high &#x3b4;<sup>18</sup>O and low d-excess values. The &#x3b4;<sup>18</sup>O<sub>mainstream</sub> decrease from the Lhaze to Qushui section is attributed to the combined action of the import of depleted <sup>18</sup>O and D groundwater and tributaries. Therefore, because of the recharge of groundwater with markedly different &#x3b4;<sup>18</sup>O and &#x3b4;D values, the mainstream no longer simply inherits the isotopic composition from precipitation. These results suggest that in the YTR Basin, if the &#x3b4;<sup>18</sup>O value of surface water is used to trace moisture sources or reconstruct the paleoaltimetry, it is necessary to rule out the influence from groundwater.</p>
</abstract>
<kwd-group>
<kwd>stable isotopes</kwd>
<kwd>Yarlung Tsangpo River</kwd>
<kwd>mainstream</kwd>
<kwd>tributaries</kwd>
<kwd>groundwater recharge</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The stable isotopes, &#x3b4;<sup>18</sup>O and &#x3b4;D, in precipitation are widely used as a fingerprint for the hydrological processes and atmospheric circulation (<xref ref-type="bibr" rid="B9">Fette et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B80">Zhu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B47">Singh et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Guo et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B65">Wu et&#x20;al., 2019</xref>). The Tibetan Plateau (TP) is the highest and widest high-altitude region on Earth, and the uplift history and terrain atmosphere of the region are of scientific interest (<xref ref-type="bibr" rid="B14">Garzione et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B45">Rowley et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B48">Spicer et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B39">Quade et&#x20;al., 2011</xref>). Because of the so-called &#x201c;continent effect&#x201d; and &#x201c;altitude effect&#x201d; of isotope composition in precipitation (i.e.,&#x20;the negative relationship between &#x394;&#x3b4;<sup>18</sup>O or &#x394;&#x3b4;D in precipitation and transport distance and elevation) producing heavier monsoonal rainfall first with transported distance, and then with orographic lifting, stable isotopes have also been used to trace moisture sources and to reconstruct paleoelevation of the TP (<xref ref-type="bibr" rid="B14">Garzione et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B38">Poage and Chamberlain, 2001</xref>; <xref ref-type="bibr" rid="B45">Rowley et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B28">Li and Garzione, 2017</xref>). A global network for isotopes in precipitation (GNIP) has been established by the International Atomic Energy Agency to monitor the long-term changes in &#x3b4;<sup>18</sup>O and &#x3b4;D in global precipitation. However, because of the few isotope-monitoring stations in the TP, the study of precipitation isotopic variability and hydrological processes in this region is usually hampered.</p>
<p>Based on the consideration that stream water can provide a time-integrated record of the isotopic composition of precipitation (<xref ref-type="bibr" rid="B16">Gat, 1996</xref>; <xref ref-type="bibr" rid="B26">Kendall and Coplen, 2001</xref>), a number of studies have used the isotopes in river water as a substitute for modern precipitation to further reconstruct paleoelevation or to trace moisture sources (<xref ref-type="bibr" rid="B14">Garzione et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B69">Yang et&#x20;al., 2012a</xref>; <xref ref-type="bibr" rid="B2">Bershaw et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B27">Kong and Pang, 2016</xref>; <xref ref-type="bibr" rid="B28">Li and Garzione, 2017</xref>). At present, significant negative isotope&#x2013;altitude relationships have been reported: for example, the lapse rate of &#x3b4;<sup>18</sup>O in river water is about &#x2212;0.21&#x2030; per 100&#xa0;m in the northeastern TP (<xref ref-type="bibr" rid="B2">Bershaw et&#x20;al., 2012</xref>), &#x2212;0.24&#x2030; per 100&#xa0;m in the southern TP (<xref ref-type="bibr" rid="B7">Ding et&#x20;al., 2009</xref>), &#x2212;0.28&#x2030; per 100&#xa0;m in the high Himalayas of Nepal and &#x2212;0.31&#x2030; per 100&#xa0;m in the Niyang River watershed (<xref ref-type="bibr" rid="B10">Florea et&#x20;al., 2017</xref>), while it is as low as &#x2212;0.36&#x2030; per 100&#xa0;m in the southern Himalaya (<xref ref-type="bibr" rid="B63">Wen et&#x20;al., 2012</xref>) and about &#x2212;0.19&#x2030; per 100&#xa0;m in the Hengduan Mountains (<xref ref-type="bibr" rid="B20">Hoke et&#x20;al., 2014</xref>).</p>
<p>The Yarlung Tsangpo River (YTR) Basin was thought to be influenced by two climatic systems: a monsoonal system in the east and a westerly system in the west (<xref ref-type="bibr" rid="B55">Tian et&#x20;al., 2001a</xref>; <xref ref-type="bibr" rid="B54">Tian et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B12">Gao et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B76">Yu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B44">Ren et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B43">2018</xref>). Monsoon-derived precipitation was found to have low &#x3b4;<sup>18</sup>O and d-excess (d-excess &#x3d; &#x3b4;D-8&#x3b4;<sup>18</sup>O) values (<xref ref-type="bibr" rid="B6">Dansgaard, 1964</xref>), and westerlies-derived precipitation had high values of both &#x3b4;<sup>18</sup>O and d-excess values (<xref ref-type="bibr" rid="B55">Tian et&#x20;al., 2001a</xref>; <xref ref-type="bibr" rid="B57">Tian et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B54">Tian et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B67">Xu et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B70">Yang et&#x20;al., 2012b</xref>; <xref ref-type="bibr" rid="B76">Yu et&#x20;al., 2016</xref>). <xref ref-type="bibr" rid="B22">Hren et&#x20;al. (2009)</xref> reported that the westernmost monsoon influence reached almost to 86&#xb0;E, recording a minimum &#x3b4;<sup>18</sup>O value of approximately minus 20&#x2030; for the&#x20;YTR.</p>
<p>In addition to precipitation, groundwater recharge and ice/glacier melt water entering the YTR cannot be ignored as well (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>; <xref ref-type="bibr" rid="B30">Liu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B77">Zhang et&#x20;al., 2021</xref>). The contributions of these sources differ between different seasons and different locations: the groundwater contribution is 40% in Nugesha, 36% in Yangcun, 32% in Nuxia (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>), and 27&#x2013;40% in the middle reach (<xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). Furthermore, the distinctions of hydrochemical and isotopic composition between groundwater and precipitation are obvious in the YTR Basin (<xref ref-type="bibr" rid="B51">Tan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2019</xref>). In the case of the YTR Basin, which is the largest river basin on the Tibetan Plateau, it is unclear as to the extent to which groundwater recharge and precipitation affect the spatiotemporal distribution of stable isotopes in the river water. Accordingly, this study documents the oxygen and hydrogen isotopic compositions in river water, rainfall, and groundwater in the YTR Basin. Spatially, major influences on the variability of the isotopic composition of river water along the channel are described and identified. Temporally, comparisons of the isotopic composition were conducted before and after monsoon precipitation. The anomalous spatial distribution of isotopic compositions of mainstream in the middle reach and its cause is revealed.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Study Area</title>
<p>The YTR extends from the Jima Yangzong glacier above 5,200&#xa0;m elevation to the Bay of Bengal and is the highest large river in the world located south of the TP (<xref ref-type="bibr" rid="B24">Huang et&#x20;al., 2008</xref>). The YTR Basin is a long and narrow valley covering a total area of about 240,480&#xa0;km<sup>2</sup> in a west-east direction among the Gangdise, Nyainqentanglha, and Himalaya Mountains (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) (<xref ref-type="bibr" rid="B34">Liu et&#x20;al., 2007</xref>). The elevation of the basin gradually decreases from west to east. The upper reach is from the source to Saga, with the major tributaries Mayou Tsangpo, Chai Qu, and Jiada Tsangpo; the middle reach is from Saga to Qushui, with major tributaries being Dogxung Tsangpo and Nyang Qu; and the lower reach is below Qushui with major tributaries being Lhasa River, Niyang River, and Parlung Tsangpo. In general, mean annual precipitation decreases from about 1,000&#xa0;mm in the east of the basin to about 200&#xa0;mm at the headwaters (<xref ref-type="bibr" rid="B43">Ren et&#x20;al., 2018</xref>). Some 65&#x2013;80% of the annual precipitation occurs between June and September, with the exception of southeastern Tibet (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>). The mean annual air temperature in this area is about 5.9&#xb0;C with an average seasonal variation of 2.46 and 13.49&#xb0;C (<xref ref-type="bibr" rid="B74">You et&#x20;al., 2007</xref>). The mean annual evaporation in this area is 1,052&#xa0;mm, which is higher in the west than that in the east (<xref ref-type="bibr" rid="B25">Huang et&#x20;al., 2011</xref>). The mean annual discharge of the YTR Basin is &#x223c;1,395.4 &#xd7; 108&#xa0;m<sup>3</sup> (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>). In the upper and middle reach, groundwater is the main source; in the lower reach, the recharge pattern is a mix of rainwater and meltwater; while into the heavy rain area below the grand canyon, the river is mainly from precipitation (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>; <xref ref-type="bibr" rid="B68">Yang et&#x20;al., 2011</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Sampling sites in the YTR Basin (Modified from <xref ref-type="bibr" rid="B77">Zhang et&#x20;al., 2021</xref>).</p>
</caption>
<graphic xlink:href="feart-09-757094-g001.tif"/>
</fig>
<p>Geologically, TP is generally regarded as a product of the Eurasian and Indian Plates collision (Gansser, 1980). The tectonic units of the TP comprise a series of east&#x2013;west-trending continental blocks, including Songpan&#x2013;Ganzi, Qiangtang, Lhasa, the Tethyan Himalayas, the high Himalaya, and the lesser Himalayas (<xref ref-type="bibr" rid="B52">Tapponnier et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B78">Zhang et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B79">Zhang et&#x20;al., 2015</xref>). Due to the east-west extension of the TP, rifts trending approximately north&#x2013;south cut across the YTR Basin (<xref ref-type="bibr" rid="B1">Armijo et&#x20;al., 1986</xref>), From west to east, these rifts are Dingri-Nima (DN), Dingjie-Xietongmen-Shenzha (DXS), Yadong-Dangxiong-Gulu (YDG), and Gudui-Sangri (GS) rifts. Thus, the YTR Basin has widely distributed springs along the rifts (<xref ref-type="bibr" rid="B59">Wang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). The terrane in the southern TP is dominated by Paleozoic&#x2013;Mesozoic carbonate and clastic sedimentary rocks (<xref ref-type="bibr" rid="B11">Galy and France-Lanord, 1999</xref>). The bedrock in the basin mainly consists of igneous granite/granitic gneiss, or schist/other felsic volcanic and mafic volcanic rock. However, there are few if any carbonate rocks are in the upper and middle reaches of the catchments (<xref ref-type="bibr" rid="B23">Hren et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B25">Huang et&#x20;al., 2011</xref>). Along the entire river course, ophiolites and ophiolitic m&#xe9;langes are commonly found (<xref ref-type="bibr" rid="B17">GMRT Bureau of Geology and Mineral Resources of Xizang Tibet Autonomous Region, 1993</xref>).</p>
</sec>
<sec id="s2-2">
<title>Water Sampling and Isotopic Analysis</title>
<p>Two systematic sampling series were carried out in the YTR Basin (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>), one in June, 2017, prior to large-scale monsoon rainfall (&#x201c;BM&#x201d; series) and one in September, 2017, after large-scale monsoon rainfall (&#x201c;AM&#x201d; series). A total of 53 river water samples were collected, comprising 22 samples from the main stream and 31 samples from the large tributaries (e.g., Jiada Tsangpo, Dogxung Tsangpo, Lhasa River, Niyang River, Parlung Tsangpo, etc.). Some of the mainstream sampling sites were located at least 1&#xa0;km downstream of the confluence of major tributaries to ensure that the water from all sources was fully mixed. The other mainstream samples were evenly distributed along the whole basin. The samples of the tributaries were collected before they merged with the main stream. In addition, a hot spring sample was collected from the Yangbajain (YBJ) geothermal field, central YTR Basin. The rainwater sample was from Lhasa.</p>
<p>River water samples were collected at a depth of 10&#x2013;15&#xa0;cm on the river bank. All samples were filtered through 0.45&#xa0;&#x3bc;M cellulose membrane and then put the filtered samples into dry, clean 15&#xa0;ml HDPE bottles. To prevent sample evaporation, the bottles were completely filled and immediately sealed with parafilm. Samples were frozen in a refrigerator in the laboratory and then thawed to room temperature when required for analysis. Stable &#x3b4;<sup>18</sup>O and &#x3b4;D values of all samples were determined by Liquid Water Isotope Analyzer (IWA-35EP) in the State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences. The precision of &#x3b4;<sup>18</sup>O and &#x3b4;D measurements was better than &#xb1;0.1&#x2030; and &#xb1;1.0&#x2030;, respectively. Results were reported as relative to the standard V-SMOW (Vienna Standard Mean Ocean Water).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The &#x3b4;<sup>18</sup>O and &#x3b4;D values for river water, groundwater, and rainwater in the YTR Basin are listed in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. The &#x3b4;<sup>18</sup>O and &#x3b4;D values of river water range from &#x2212;20.3 to &#x2212;11.0&#x2030; (arithmetic mean &#x2212;16.1&#x2030;) and from &#x2212;152 to &#x2212;73&#x2030; (arithmetic mean &#x2212;121&#x2030;), similar to those of <xref ref-type="bibr" rid="B22">Hren et&#x20;al. (2009)</xref> (&#x3b4;<sup>18</sup>O: &#x2212;20.8&#x2212;9.8&#x2030;, &#x3b4;D: &#x2212;165&#x2212;59&#x2030;) and Ren et&#x20;al. (2018) (&#x3b4;<sup>18</sup>O: &#x2212;18.7&#x2212;11.9&#x2030;, &#x3b4;D: &#x2212;146&#x2212;86&#x2030;).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Sample locations and stable isotopes compositions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" rowspan="2" align="left">Sample</th>
<th rowspan="2" align="center">Name of the river</th>
<th rowspan="2" align="center">Latitude (&#xb0;)</th>
<th rowspan="2" align="center">Longitude (&#xb0;)</th>
<th rowspan="2" align="center">Sample altitude (m)</th>
<th colspan="3" align="center">BM series (sampled in the middle of June)</th>
<th colspan="3" align="center">AM series (sampled in the middle of September)</th>
</tr>
<tr>
<th align="center">&#x3b4;<sup>18</sup>O (&#x2030;)</th>
<th align="center">&#x3b4;D (&#x2030;)</th>
<th align="center">d-excess (&#x2030;)</th>
<th align="center">&#x3b4;<sup>18</sup>O (&#x2030;)</th>
<th align="center">&#x3b4;D (&#x2030;)</th>
<th align="center">d-excess (&#x2030;)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="11" align="left">Tributaries</td>
</tr>
<tr>
<td align="left"/>
<td colspan="11" align="left">Upper reach</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T10</td>
<td align="center">Jiada Tsangpo</td>
<td align="char" char=".">29.33</td>
<td align="char" char=".">85.15</td>
<td align="center">4,477</td>
<td align="char" char=".">&#x2212;18.2</td>
<td align="char" char=".">&#x2212;142</td>
<td align="char" char=".">4.1</td>
<td align="char" char=".">&#x2212;18.5</td>
<td align="center">&#x2212;149</td>
<td align="char" char=".">&#x2212;0.4</td>
</tr>
<tr>
<td align="left"/>
<td colspan="11" align="left">Middle reach</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T12</td>
<td align="center">Dogxung Tsangpo</td>
<td align="char" char=".">29.51</td>
<td align="char" char=".">86.46</td>
<td align="center">4,626</td>
<td align="char" char=".">&#x2212;17.1</td>
<td align="char" char=".">&#x2212;138</td>
<td align="char" char=".">&#x2212;1.4</td>
<td align="char" char=".">&#x2212;18.0</td>
<td align="center">&#x2212;147</td>
<td align="char" char=".">&#x2212;3.3</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T16</td>
<td align="center">Dogxung Tsangpo</td>
<td align="char" char=".">29.40</td>
<td align="char" char=".">87.95</td>
<td align="center">3,950</td>
<td align="char" char=".">&#x2212;17.9</td>
<td align="char" char=".">&#x2212;139</td>
<td align="char" char=".">3.7</td>
<td align="char" char=".">&#x2212;20.3</td>
<td align="center">&#x2212;152</td>
<td align="char" char=".">10.9</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T18</td>
<td align="center">Xiang Qu</td>
<td align="char" char=".">29.45</td>
<td align="char" char=".">89.10</td>
<td align="center">3,865</td>
<td align="char" char=".">&#x2212;16.8</td>
<td align="char" char=".">&#x2212;127</td>
<td align="char" char=".">7.9</td>
<td align="char" char=".">&#x2212;17.5</td>
<td align="center">&#x2212;138</td>
<td align="char" char=".">1.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T20</td>
<td align="center">Wuyuma Qu</td>
<td align="char" char=".">29.36</td>
<td align="char" char=".">89.63</td>
<td align="center">3,756</td>
<td align="char" char=".">&#x2212;16.7</td>
<td align="char" char=".">&#x2212;127</td>
<td align="char" char=".">6.4</td>
<td align="char" char=".">&#x2212;18.7</td>
<td align="center">&#x2212;140</td>
<td align="char" char=".">9.6</td>
</tr>
<tr>
<td align="left"/>
<td colspan="11" align="left">Lower reach</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T8</td>
<td align="center">Duilong Qu</td>
<td align="char" char=".">30.05</td>
<td align="char" char=".">90.59</td>
<td align="center">4,140</td>
<td align="char" char=".">&#x2212;13.8</td>
<td align="char" char=".">&#x2212;97</td>
<td align="char" char=".">13.7</td>
<td align="center">--</td>
<td align="center">--</td>
<td align="center">--</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T9</td>
<td align="center">Duilong Qu</td>
<td align="char" char=".">29.71</td>
<td align="char" char=".">90.87</td>
<td align="center">3,829</td>
<td align="char" char=".">&#x2212;14.6</td>
<td align="char" char=".">&#x2212;103</td>
<td align="char" char=".">13.5</td>
<td align="char" char=".">&#x2212;16.6</td>
<td align="center">&#x2212;133</td>
<td align="char" char=".">0.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T7</td>
<td align="center">Lhasa River</td>
<td align="char" char=".">29.48</td>
<td align="char" char=".">90.94</td>
<td align="center">3,615</td>
<td align="char" char=".">&#x2212;16.1</td>
<td align="char" char=".">&#x2212;118</td>
<td align="char" char=".">11.4</td>
<td align="char" char=".">&#x2212;17.8</td>
<td align="center">&#x2212;129</td>
<td align="char" char=".">13.7</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T23</td>
<td align="center">Lhasa River</td>
<td align="char" char=".">29.81</td>
<td align="char" char=".">91.58</td>
<td align="center">3,756</td>
<td align="char" char=".">&#x2212;15.7</td>
<td align="char" char=".">&#x2212;115</td>
<td align="char" char=".">10.7</td>
<td align="char" char=".">&#x2212;16.9</td>
<td align="center">&#x2212;127</td>
<td align="char" char=".">8.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T4</td>
<td align="center">Jindong Qu</td>
<td align="char" char=".">29.00</td>
<td align="char" char=".">93.32</td>
<td align="center">3,003</td>
<td align="char" char=".">&#x2212;12.2</td>
<td align="char" char=".">&#x2212;82</td>
<td align="char" char=".">15.7</td>
<td align="char" char=".">&#x2212;15.0</td>
<td align="center">&#x2212;104</td>
<td align="char" char=".">15.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T2</td>
<td align="center">Li Longpu Qu</td>
<td align="char" char=".">29.12</td>
<td align="char" char=".">93.87</td>
<td align="center">2,943</td>
<td align="char" char=".">&#x2212;11.0</td>
<td align="char" char=".">&#x2212;73</td>
<td align="char" char=".">15.0</td>
<td align="char" char=".">&#x2212;14.0</td>
<td align="center">&#x2212;101</td>
<td align="char" char=".">11.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T24</td>
<td align="center">Niyang River</td>
<td align="char" char=".">29.52</td>
<td align="char" char=".">94.43</td>
<td align="center">2,913</td>
<td align="char" char=".">&#x2212;13.8</td>
<td align="char" char=".">&#x2212;96</td>
<td align="char" char=".">14.7</td>
<td align="char" char=".">&#x2212;16.3</td>
<td align="center">&#x2212;118</td>
<td align="char" char=".">12.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T25</td>
<td align="center">Layue Qu</td>
<td align="char" char=".">29.99</td>
<td align="char" char=".">94.88</td>
<td align="center">2,362</td>
<td align="char" char=".">&#x2212;12.0</td>
<td align="char" char=".">&#x2212;80</td>
<td align="char" char=".">15.7</td>
<td align="char" char=".">&#x2212;14.8</td>
<td align="center">&#x2212;100</td>
<td align="char" char=".">18.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T26</td>
<td align="center">Yiong Tsangpo</td>
<td align="char" char=".">30.10</td>
<td align="char" char=".">95.07</td>
<td align="center">2018</td>
<td align="char" char=".">&#x2212;12.2</td>
<td align="char" char=".">&#x2212;82</td>
<td align="char" char=".">15.6</td>
<td align="char" char=".">&#x2212;15.8</td>
<td align="center">&#x2212;117</td>
<td align="char" char=".">14.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T27</td>
<td align="center">Parlung Tsangpo</td>
<td align="char" char=".">29.91</td>
<td align="char" char=".">95.48</td>
<td align="center">2,603</td>
<td align="char" char=".">&#x2212;13.7</td>
<td align="char" char=".">&#x2212;95</td>
<td align="char" char=".">15.1</td>
<td align="char" char=".">&#x2212;14.3</td>
<td align="center">&#x2212;103</td>
<td align="char" char=".">11.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;T28</td>
<td align="center">Galong Qu</td>
<td align="char" char=".">29.71</td>
<td align="char" char=".">95.59</td>
<td align="center">2,746</td>
<td align="char" char=".">&#x2212;11.4</td>
<td align="char" char=".">&#x2212;75</td>
<td align="char" char=".">16.0</td>
<td align="char" char=".">&#x2212;15.2</td>
<td align="center">&#x2212;107</td>
<td align="char" char=".">14.0</td>
</tr>
<tr>
<td colspan="11" align="left">Mainstream</td>
</tr>
<tr>
<td align="left"/>
<td colspan="11" align="left">Upper Reach</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M11</td>
<td align="center">YTR</td>
<td align="char" char=".">29.32</td>
<td align="char" char=".">85.17</td>
<td align="center">4,457</td>
<td align="char" char=".">&#x2212;17.3</td>
<td align="char" char=".">&#x2212;135</td>
<td align="char" char=".">3.0</td>
<td align="char" char=".">&#x2212;18.0</td>
<td align="center">&#x2212;148</td>
<td align="char" char=".">&#x2212;4.1</td>
</tr>
<tr>
<td align="left"/>
<td colspan="11" align="left">Middle Reach</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M15</td>
<td align="center">YTR</td>
<td align="char" char=".">29.18</td>
<td align="char" char=".">87.67</td>
<td align="center">3,951</td>
<td align="char" char=".">&#x2212;15.5</td>
<td align="char" char=".">&#x2212;121</td>
<td align="char" char=".">2.5</td>
<td align="char" char=".">&#x2212;16.6</td>
<td align="center">&#x2212;138</td>
<td align="char" char=".">&#x2212;5.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M17</td>
<td align="center">YTR</td>
<td align="char" char=".">29.37</td>
<td align="char" char=".">88.12</td>
<td align="center">3,874</td>
<td align="char" char=".">&#x2212;16.1</td>
<td align="char" char=".">&#x2212;127</td>
<td align="char" char=".">2.4</td>
<td align="char" char=".">&#x2212;17.1</td>
<td align="center">&#x2212;139</td>
<td align="char" char=".">&#x2212;2.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M19</td>
<td align="center">YTR</td>
<td align="char" char=".">29.34</td>
<td align="char" char=".">89.19</td>
<td align="center">3,812</td>
<td align="char" char=".">&#x2212;16.5</td>
<td align="char" char=".">&#x2212;128</td>
<td align="char" char=".">3.7</td>
<td align="char" char=".">&#x2212;17.5</td>
<td align="center">&#x2212;140</td>
<td align="char" char=".">-0.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M21</td>
<td align="center">YTR</td>
<td align="char" char=".">29.32</td>
<td align="char" char=".">89.93</td>
<td align="center">3,702</td>
<td align="char" char=".">&#x2212;16.6</td>
<td align="char" char=".">&#x2212;130</td>
<td align="char" char=".">3.0</td>
<td align="char" char=".">&#x2212;19.2</td>
<td align="center">&#x2212;144</td>
<td align="char" char=".">9.1</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M22</td>
<td align="center">YTR</td>
<td align="char" char=".">29.33</td>
<td align="char" char=".">90.67</td>
<td align="center">3,594</td>
<td align="char" char=".">&#x2212;16.6</td>
<td align="char" char=".">&#x2212;129</td>
<td align="char" char=".">3.8</td>
<td align="char" char=".">&#x2212;19.5</td>
<td align="center">&#x2212;146</td>
<td align="char" char=".">9.8</td>
</tr>
<tr>
<td align="left"/>
<td colspan="11" align="left">Lower Reach</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M6</td>
<td align="center">YTR</td>
<td align="char" char=".">29.27</td>
<td align="char" char=".">91.54</td>
<td align="center">3,555</td>
<td align="char" char=".">&#x2212;16.4</td>
<td align="char" char=".">&#x2212;123</td>
<td align="char" char=".">7.7</td>
<td align="char" char=".">&#x2212;19.0</td>
<td align="center">&#x2212;138</td>
<td align="char" char=".">14.4</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M5</td>
<td align="center">YTR</td>
<td align="char" char=".">29.07</td>
<td align="char" char=".">92.93</td>
<td align="center">3,059</td>
<td align="char" char=".">&#x2212;16.2</td>
<td align="char" char=".">&#x2212;123</td>
<td align="char" char=".">6.5</td>
<td align="char" char=".">&#x2212;18.4</td>
<td align="center">&#x2212;137</td>
<td align="char" char=".">10.6</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M3</td>
<td align="center">YTR</td>
<td align="char" char=".">29.11</td>
<td align="char" char=".">93.45</td>
<td align="center">2,985</td>
<td align="char" char=".">&#x2212;15.9</td>
<td align="char" char=".">&#x2212;120</td>
<td align="char" char=".">6.8</td>
<td align="char" char=".">&#x2212;18.1</td>
<td align="center">&#x2212;138</td>
<td align="char" char=".">7.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M1</td>
<td align="center">YTR</td>
<td align="char" char=".">29.28</td>
<td align="char" char=".">94.31</td>
<td align="center">2,915</td>
<td align="char" char=".">&#x2212;13.7</td>
<td align="char" char=".">&#x2212;98</td>
<td align="char" char=".">10.9</td>
<td align="char" char=".">&#x2212;18.0</td>
<td align="center">&#x2212;135</td>
<td align="char" char=".">8.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;M29</td>
<td align="center">YTR</td>
<td align="char" char=".">29.44</td>
<td align="char" char=".">95.41</td>
<td align="center">709</td>
<td align="char" char=".">&#x2212;13.5</td>
<td align="char" char=".">&#x2212;94</td>
<td align="char" char=".">14.4</td>
<td align="char" char=".">&#x2212;16.7</td>
<td align="center">&#x2212;116</td>
<td align="char" char=".">17.2</td>
</tr>
<tr>
<td colspan="11" align="left">Groundwater</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;YBJ</td>
<td align="center">Yangbajain</td>
<td align="char" char=".">30.08</td>
<td align="char" char=".">90.48</td>
<td align="center">4,289</td>
<td align="char" char=".">&#x2212;17.9</td>
<td align="char" char=".">&#x2212;147</td>
<td align="char" char=".">-4.1</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td colspan="11" align="left">Precipitation</td>
</tr>
<tr>
<td align="left"/>
<td align="left">&#xa0;&#xa0;LR</td>
<td align="center">Lhasa</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">&#x2212;14.9</td>
<td align="char" char=".">&#x2212;107</td>
<td align="char" char=".">11.6</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s3-1">
<title>&#x3b4;<sup>18</sup>O and &#x3b4;D Values of River Water in BM and&#x20;AM Series</title>
<p>In the BM series, the mean &#x3b4;<sup>18</sup>O and &#x3b4;D values for river water were &#x2212;16.1 and &#x2212;111&#x2030;, respectively. In the AM series, the mean &#x3b4;<sup>18</sup>O and &#x3b4;D values were &#x2212;17.2 and &#x2212;130&#x2030;, respectively. For each sampling point, the &#x3b4;<sup>18</sup>O and &#x3b4;D of BM series were higher than those for the AM series, except for the Duilong Qu tributary (T8) sample, which was omitted in September. The results show that the river water is richer in heavy H and O isotopes before monsoon precipitation than after. The variation amplitude of stable isotopic composition in the upper and middle reach is less than that in lower reach. The sample with maximum amplitude variation of &#x3b4;<sup>18</sup>O and &#x3b4;D values between two series is from Motuo (M29) (&#x2212;4.4 and &#x2212;37&#x2030;, respectively); the sample with the minimum variation is from Saga (M11) (&#x2212;0.7 and &#x2212;13&#x2030;, respectively).</p>
</sec>
<sec id="s3-2">
<title>&#x3b4;<sup>18</sup>O and &#x3b4;D Values of Tributaries</title>
<p>Overall, &#x3b4;<sup>18</sup>O and &#x3b4;D values of tributary water (&#x3b4;<sup>18</sup>O<sub>tributary</sub> and &#x3b4;D<sub>tributary</sub>) increased gradually from upper to lower reach in the YTR Basin no matter in BM series or AM series (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Since the YTR flows approximately from west to east, longitude was adopted as a convenient proxy for downstream distance of the main channel. The relationships between the &#x3b4;<sup>18</sup>O<sub>tributary</sub> and the longitude are &#x3b4;<sup>18</sup>O (&#x2030;) &#x3d; 0.65 Lon(&#xb0;E)-73.89 (R<sup>2</sup> &#x3d; 0.79, <italic>p</italic>&#x20;&#x3c; 0.01) before monsoon precipitation and &#x3b4;<sup>18</sup>O (&#x2030;) &#x3d; 0.45 Lon(&#xb0;E)-57.81 (R<sup>2</sup> &#x3d; 0.70, <italic>p</italic>&#x20;&#x3c; 0.01) after monsoon precipitation, respectively. In addition, the relationships between the &#x3b4;<sup>18</sup>O<sub>tributary</sub> and altitude are &#x3b4;<sup>18</sup>O (&#x2030;) &#x3d; &#x2212;0.0025 Alt(m)-5.94 (R<sup>2</sup> &#x3d; 0.66, <italic>p</italic>&#x20;&#x3c; 0.01) before monsoon precipitation and &#x3b4;<sup>18</sup>O (&#x2030;) &#x3d; &#x2212;0.0018 Alt(m)-10.57 (R<sup>2</sup> &#x3d; 0.58, <italic>p</italic>&#x20;&#x3c; 0.01) after monsoon precipitation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Tributary water spatial variation of &#x3b4;<sup>18</sup>O and &#x3b4;D with longitude <bold>(A,C)</bold> and altitude <bold>(B,D)</bold>. Red circles and brown squares represent &#x3b4;<sup>18</sup>O and &#x3b4;D values before monsoon precipitation (BM) in <bold>(A,B)</bold>, respectively. Blue circles and gray squares represent &#x3b4;<sup>18</sup>O and &#x3b4;D values after monsoon precipitation (AM) in <bold>(C,D)</bold>. Red lines and blue lines show the linear fitting relationships between &#x3b4;<sup>18</sup>O in tributary water with longitude and altitude BM and AM, respectively.</p>
</caption>
<graphic xlink:href="feart-09-757094-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>&#x3b4;<sup>18</sup>O and &#x3b4;D Values of Main Stream</title>
<p>In the flow direction, &#x3b4;<sup>18</sup>O and &#x3b4;D isotopic values of mainstream waters (&#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D<sub>mainstream</sub>) increased from the upper reaches to the Lhaze (M15) section, then declined gradually from the Lhaze to Qushui (M22) section in the middle reaches, and then rose sharply again in the lower reaches (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). In both the BM and AM series, &#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D<sub>mainstream</sub> showed the same spatial variation tendency. It is notable that the trends of &#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D<sub>mainstream</sub> were significantly different from those in the tributaries, especially in the middle reach (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Mainstream water spatial variation of &#x3b4;<sup>18</sup>O and &#x3b4;D values of characteristics with longitude <bold>(A,C)</bold> and altitude <bold>(B,D)</bold>. Red circles and brown squares represent &#x3b4;<sup>18</sup>O and &#x3b4;D values before monsoon precipitation (BM) in <bold>(A,B)</bold>, respectively. Blue circles and gray squares represent &#x3b4;<sup>18</sup>O and &#x3b4;D values of mainstream water after monsoon precipitation (BM) in <bold>(C,D)</bold>. In the upper part of the middle reach, &#x3b4;<sup>18</sup>O shows abnormally high values.</p>
</caption>
<graphic xlink:href="feart-09-757094-g003.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>&#x3b4;D&#x2013;&#x3b4;<sup>18</sup>O Relationship</title>
<p>The correlation between natural water H and O isotopic compositions is usually used to identify the recharge source, circulation paths, and mixing or exchange processes (<xref ref-type="bibr" rid="B51">Tan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B43">Ren et&#x20;al., 2018</xref>). In general, &#x3b4;<sup>18</sup>O and &#x3b4;D in meteoric water on a global scale have been found to fall close to the Global Meteoric Water Line (GMWL) of &#x3b4;D &#x3d; 8&#x3b4;<sup>18</sup>O&#x2b;10 (<xref ref-type="bibr" rid="B5">Craig, 1961</xref>). In the YTR Basin, the Local Meteoric Water Lines (LMWLs) for several sites have been reported as &#x3b4;D &#x3d; 7.9&#x3b4;<sup>18</sup>O &#x2b; 4.3 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.98) for Bomi (<xref ref-type="bibr" rid="B13">Gao et&#x20;al., 2011</xref>), &#x3b4;D &#x3d; 7.9&#x3b4;<sup>18</sup>O &#x2b; 6.3 for Lhasa (<xref ref-type="bibr" rid="B53">Tian et&#x20;al., 2001b</xref>), and &#x3b4;D &#x3d; 7.2&#x3b4;<sup>18</sup>O&#x2212;15.8 for Xigaze (<xref ref-type="bibr" rid="B42">Ren et&#x20;al., 2017a</xref>), but the exact LMWL for the entire basin is yet to be determined. The indicator, deuterium excess (d-excess &#x3d; &#x3b4;D&#x2013;8&#x3b4;<sup>18</sup>O), was defined as a measure of non-equilibrium isotopes effects (<xref ref-type="bibr" rid="B6">Dansgaard, 1964</xref>) to record the difference between the actual &#x3b4;D and the expected equilibrium values based on measured &#x3b4;<sup>18</sup>O. The d-excess of global meteoric water is &#x2b;10&#x2030;. In the low-humidity conditions, strong kinetic fractionation in evaporation causes high d-excess value (&#x3e;10&#x2030;) in precipitation. Conversely, high-humidity results in a decrease in kinetic isotope fractionation, and subsequent precipitation will have a low d-excess value (&#x3c;10&#x2030;) (<xref ref-type="bibr" rid="B15">Gat and Matsui, 1991</xref>; <xref ref-type="bibr" rid="B16">Gat, 1996</xref>). For the geothermal water systems, &#x3b4;<sup>18</sup>O values of rocks and minerals are greater than those for water in general, and the O isotope exchange during the water-rock interaction increases &#x3b4;<sup>18</sup>O in water. However, since few rock minerals contain H and the &#x3b4;D value is low, the isotope exchange reaction has little effect on the &#x3b4;D of water. As a result, the isotopic composition of the groundwater is shifted horizontally to the right on the &#x3b4;D vs &#x3b4;<sup>18</sup>O diagram (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>) when the water residence time is long enough and the water-rock interaction is significant, a phenomenon known as &#x201c;&#x3b4;<sup>18</sup>O drift&#x201d; (<xref ref-type="bibr" rid="B60">Wang, 1991</xref>). As a result, the isotopic exchange reaction also reduces the d-excess value of geothermal water (<xref ref-type="bibr" rid="B60">Wang, 1991</xref>; <xref ref-type="bibr" rid="B73">Yin et&#x20;al., 2001</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>&#x3b4;D vs &#x3b4;<sup>18</sup>O values and d-excess vs &#x3b4;<sup>18</sup>O values for natural water in the YTR Basin. The red dots and blue dots represent the &#x3b4;D vs &#x3b4;<sup>18</sup>O values of river water sampled before the monsoon precipitation (BM series) and after the monsoon precipitation (AM series), respectively. The red line and blue line show the linear fitting relationships between &#x3b4;D and &#x3b4;<sup>18</sup>O values of BM series and AM series river water, respectively. The black dashed line in <bold>(A)</bold> is the Global Meteoric Water Line (GMWL, &#x3b4;D &#x3d; 8&#x3b4;<sup>18</sup>O&#x2b;10) (<xref ref-type="bibr" rid="B5">Craig, 1961</xref>). The gray dashed line in <bold>(B)</bold> is d-excess &#x3d; 10&#x2030;. The brown arrow shows the downward trend of &#x3b4;<sup>18</sup>O drift in the groundwater; the gray arrow shows the distribution trend of global meteoric water. The &#x3b4;D and &#x3b4;<sup>18</sup>O values of glacier melt and groundwater are from <xref ref-type="bibr" rid="B41">Ren et&#x20;al. (2017b)</xref>, <xref ref-type="bibr" rid="B51">Tan et&#x20;al. (2014)</xref>, <xref ref-type="bibr" rid="B50">Tan et&#x20;al. (2021)</xref>, and <xref ref-type="bibr" rid="B32">Liu et&#x20;al. (2019)</xref>, respectively.</p>
</caption>
<graphic xlink:href="feart-09-757094-g004.tif"/>
</fig>
<p>In this study, most of the &#x3b4;<sup>18</sup>O and &#x3b4;D values of river waters in the YTR Basin are distributed along GMWL and the line of d-excess &#x3d; 10&#x2030;, which indicates that river waters should be mainly originated from precipitation. The linear regression relationships between &#x3b4;<sup>18</sup>O and &#x3b4;D values and surface water lines (SWLs) are &#x3b4;D &#x3d; 10.26&#x3b4;<sup>18</sup>O &#x2b; 43.01 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.98, <italic>n</italic>&#x20;&#x3d; 27, <italic>p</italic>&#x20;&#x3c; 0.01) before the monsoon precipitation and &#x3b4;D &#x3d; 9.10&#x3b4;<sup>18</sup>O &#x2b; 26.73 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.82, <italic>n</italic>&#x20;&#x3d; 26, <italic>p</italic>&#x20;&#x3c; 0.01) after the monsoon precipitation. Both the slopes and intercepts are larger than GMWL and LMWLs. The SWLs are approximate to previous studies of <xref ref-type="bibr" rid="B22">Hren et&#x20;al. (2009)</xref> (slope&#x2248;10 and intercept&#x2248;38) and <xref ref-type="bibr" rid="B43">Ren et&#x20;al. (2018)</xref> (slope 9.25 and intercept 24.1) in the basin. Evaporation is not the cause of steep slopes because that it would result in more isotopical enrichment and a lower &#x3b4;D-&#x3b4;<sup>18</sup>O slope in residual waters than GMWL (<xref ref-type="bibr" rid="B18">Gonfiantini 1986</xref>; <xref ref-type="bibr" rid="B43">Ren et&#x20;al., 2018</xref>). Glacier melt is also a vital source of river water, and the points of glacier melt distributed along the GMWL inherit the isotopic composition of precipitation (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>). Therefore, the steep slopes of SWLs cannot be attributed to the supply of glacier melt. As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, there are a few samples (mainly from the upper and middle stream) fall on the lower left-hand side of the GMWL with low d-excess (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>), which could produce a steep &#x3b4;D-&#x3b4;<sup>18</sup>O slope. Meanwhile, the samples show greater deviation more from the GMWL, indicating that they may be supplied by another source with higher &#x3b4;<sup>18</sup>O and d-excess than precipitation.</p>
<p>In addition to precipitation and glacier melt water, groundwater may also be non-negligible sources of YTR water (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>; <xref ref-type="bibr" rid="B30">Liu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B77">Zhang et&#x20;al., 2021</xref>). A few studies have reported the stable isotope composition of groundwater in the YTR Basin (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>) (<xref ref-type="bibr" rid="B51">Tan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). Based on their &#x3b4;<sup>18</sup>O and &#x3b4;D values, groundwater can be roughly divided into two categories. Some dots with lower lighter-isotope composition are located in the lower left-hand corner of the &#x3b4;D-&#x3b4;<sup>18</sup>O diagram (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>). The research of <xref ref-type="bibr" rid="B50">Tan et&#x20;al. (2021)</xref> suggested that the groundwater with lower values of &#x3b4;<sup>18</sup>O and &#x3b4;D in the Xietongmen to Lhasa section of the YTR Basin&#x20;originated from paleo-precipitation during a cooler time. A supply of such groundwater would lower the &#x3b4;<sup>18</sup>O and &#x3b4;D values in the river water, but the slope of the SWL would not be affected; however, other groundwater samples (including YBJ) have shown a significant positive deviation of &#x3b4;<sup>18</sup>O from GMWL&#x20;and a negative deviation of d-excess from 10&#x2030; (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). According to the study of <xref ref-type="bibr" rid="B32">Liu et&#x20;al. (2019)</xref>, some hot springs in the Semi and Daggyai geothermal fields have significant &#x201c;&#x3b4;<sup>18</sup>O drift&#x201d; due to the mixing of magmatic fluids with higher &#x3b4;<sup>18</sup>O values. A similar property of groundwater has been observed in other tectonic fracture zones or thermal field distribution areas (e.g., at the edge of the Guanzhong Basin, China (<xref ref-type="bibr" rid="B35">Ma et&#x20;al., 2017</xref>), in the southeastern edge of the Eurasia (<xref ref-type="bibr" rid="B3">Chen et&#x20;al., 2016</xref>), in Kyushu, Japan (<xref ref-type="bibr" rid="B36">Mizutani, 1972</xref>), and in northern Iceland (<xref ref-type="bibr" rid="B49">Stef&#xe1;nsson et&#x20;al., 2019</xref>)). Consequently, from the perspective of isotopic composition characteristics, these river samples deviating from GMWL to the right and the downward trend of the d-excess &#x3d; 10&#x2030; line to the downward may be due to the recharge from a particular type of groundwater with significant &#x3b4;<sup>18</sup>O&#x20;drift.</p>
</sec>
<sec id="s4-2">
<title>Temporal Patterns of &#x3b4;D and &#x3b4;<sup>18</sup>O in the Yarlung Tsangpo River Basin</title>
<p>As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, the YTR waters have high &#x3b4;D and &#x3b4;<sup>18</sup>O values before the monsoon precipitation and low values after the monsoon precipitation. As discussed in <italic>&#x3b4;D&#x2013;&#x3b4;</italic>
<sup>
<italic>18</italic>
</sup>
<italic>O Relationship</italic>, YTR waters mainly originate from precipitation and inherit its isotopic composition of precipitation. The temporal pattern of isotopic composition in the YTR Basin river waters is dominated by precipitation.</p>
<p>The precipitation in the YTR Basin has a remarkable seasonal pattern. Summer precipitation contributes up to 65&#x2013;80% of the annual total in this region, and it is dominated by the monsoon from the Bay of Bengal (<xref ref-type="bibr" rid="B33">Liu, 1999</xref>). Previous work revealed that the temporal variation of &#x3b4;<sup>18</sup>O in precipitation (&#x3b4;<sup>18</sup>O<sub>precipitation</sub>) was characterized by a higher value in the dry season (October to May of the following year) and lower in the monsoon season (from mid-June to September). This is known as the &#x201c;amount effect&#x201d; of &#x3b4;<sup>18</sup>O<sub>precipitation</sub>, as in the observational data from Lhasa station shown in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref> (<xref ref-type="bibr" rid="B62">Wei and Lin., 1994</xref>; <xref ref-type="bibr" rid="B56">Tian et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B55">Tian et&#x20;al., 2001a</xref>; <xref ref-type="bibr" rid="B53">Tian et&#x20;al., 2001b</xref>; <xref ref-type="bibr" rid="B34">Liu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B75">Yu et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B76">Yu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B13">Gao et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B70">Yang et&#x20;al., 2012b</xref>; <xref ref-type="bibr" rid="B72">Yao et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B43">Ren et&#x20;al., 2018</xref>). As a whole, under the influence of rainfall, the &#x3b4;D and &#x3b4;<sup>18</sup>O of the YTR Basin river waters are high before the monsoon precipitation and low afterward.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Monthly precipitation amounts and weighted-average &#x3b4;<sup>18</sup>O of precipitation at Lhasa station (data are from Liu et&#x20;al., 2007; Gao et&#x20;al., 2011).</p>
</caption>
<graphic xlink:href="feart-09-757094-g005.tif"/>
</fig>
<p>The &#x3b4;<sup>18</sup>O amplitude variation of sample between two series (4.4&#x2030;, the maximum) is much small than annual variation of precipitation (&#x223c;14.5&#x2030;) in Lhasa. For one thing, the valley collects precipitation from an entire catchment over a period of time. For another, in addition to precipitation, the river may have other sources with stable isotopic composition, such as groundwater. So, the isotopic composition of river water is more stable than that of precipitation in different seasons. The variation amplitude of &#x3b4;<sup>18</sup>O in the upper reach and middle reach is less than that in the lower reach. It could be attributed that precipitation contributes more to river in the lower reach than the upper or middle&#x20;reach.</p>
</sec>
<sec id="s4-3">
<title>Spatial Patterns of &#x3b4;D and &#x3b4;<sup>18</sup>O in the Yarlung Tsangpo River Basin</title>
<sec id="s4-3-1">
<title>Tributaries</title>
<p>The &#x3b4;D and &#x3b4;<sup>18</sup>O values in tributary waters (&#x3b4;D<sub>tributary</sub> and &#x3b4;<sup>18</sup>O<sub>tributary</sub>) increase gradually from west to east with high to low topographical relief for both BM and AM series (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The spatial distribution pattern is very similar to precipitation, which indicates that the &#x3b4;D<sub>tributary</sub> and &#x3b4;<sup>18</sup>O<sub>tributary</sub> values are mainly affected by precipitation.</p>
<p>Spatially, the &#x3b4;<sup>18</sup>O<sub>precipitation</sub> in the YTR Basin is influenced by the &#x201c;continent effect&#x201d; and &#x201c;altitude effect&#x201d; (<xref ref-type="bibr" rid="B30">Liu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B61">Wang et&#x20;al., 2000</xref>). During the summer period, moisture penetrates into the southeastern TP and is transported westward along the YTR valley, so longitude may be regarded as a convenient proxy for the transported distance of the moisture. Moreover, the terrain of the YTR valley gradually rises from east to west. As a warm and humid airmass moves westward, the moisture adiabatically cools and produces heavier monsoonal rainfall with increasing transport distance and altitude, resulting in a gradually lighter isotopic composition of precipitation (<xref ref-type="bibr" rid="B30">Liu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>). Therefore, the &#x3b4;<sup>18</sup>O in the precipitation decreases gradually in an upstream direction along the YTR valley. As shown in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, the annual weighted &#x3b4;<sup>18</sup>O<sub>precipitation</sub> value is significantly correlated with longitude and altitude. The &#x3b4;<sup>18</sup>O<sub>precipitation</sub> vertical lapse rate &#x2212;2.4&#x2030;/km (R<sup>2</sup> &#x3d; 0.67, <italic>p</italic>&#x20;&#x3c; 0.05) approximates to the global average of &#x2212;2.8&#x2030;/km (<xref ref-type="bibr" rid="B38">Poage and Chamberlain, 2001</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Relationship of &#x3b4;<sup>18</sup>O of precipitation to <bold>(A)</bold> longitude and <bold>(B)</bold> altitude. Red dots &#x3d; annual weighted &#x3b4;<sup>18</sup>O; black squares &#x3d; monsoonal weighted &#x3b4;<sup>18</sup>O of precipitation; red lines &#x3d; linear fit of annual weighted &#x3b4;<sup>18</sup>O in precipitation with longitude and altitude. As moisture moves westward, altitude gradually increases and isotopic compositions of precipitation progressively decrease (data from Wang et&#x20;al. (2000) and Yao et&#x20;al. (2013)).</p>
</caption>
<graphic xlink:href="feart-09-757094-g006.tif"/>
</fig>
<p>The &#x3b4;D<sub>tributary</sub> and &#x3b4;<sup>18</sup>O<sub>tributary</sub> show a similar spatial variation trend with precipitation (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F6">6</xref>). It should be noted that the change rates of &#x3b4;<sup>18</sup>O<sub>tributary</sub> value with regard to longitude and altitude (0.65&#x2030; per longitude degree and &#x2212;2.5&#x2030;/km) before the monsoon precipitation approximate more closely to annual weighted &#x3b4;<sup>18</sup>O in precipitation (0.63&#x2030; per longitude degree and &#x2212;2.4&#x2030; per 1&#xa0;km) than after monsoon precipitation (0.44&#x2030; per longitude degree and &#x2212;1.8&#x2030; per 1&#xa0;km). The lower &#x3b4;<sup>18</sup>O vertical lapse rate after the monsoon precipitation may be related to water sources mixed from different altitudes. During the monsoon precipitation in summer, the accumulated snows from different altitudes melt and mix to recharge the river. Although the isotopic composition of melted ice and snow inherits the precipitation influenced by the altitude effect, the mixed melted waters from different elevation change &#x3b4;<sup>18</sup>O<sub>tributary</sub> vertical lapse rate and weaken the correlation, but do not modify the spatial patterns of &#x3b4;<sup>18</sup>O<sub>tributary</sub>.</p>
</sec>
<sec id="s4-3-2">
<title>Main Stream</title>
<p>The spatial trends of mainstream &#x3b4;D and &#x3b4;<sup>18</sup>O values are different from those of tributaries and precipitation. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, &#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D <sub>mainstream</sub> increase from the upper reach to Lhaze (M15) and then decline gradually from Lhaze to Qushui (M22) in the middle reach. Below Qushui (M22), these values rise sharply along the flow direction.</p>
<p>In the lower reach, the trends of &#x3b4;<sup>18</sup>O<sub>mainstream</sub> are similar to &#x3b4;<sup>18</sup>O<sub>precipitation</sub> and &#x3b4;<sup>18</sup>O<sub>tributaries</sub> (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F5">5</xref>). Analogous patterns of evaporation and &#x201c;altitude effect&#x201d; on precipitation have been observed in the main flows of other large rivers globally: For example, the Ganges River in Asia (<xref ref-type="bibr" rid="B40">Ramesh and Sarin, 1992</xref>), the Missouri River in the United&#x20;States (<xref ref-type="bibr" rid="B64">Winston and Criss, 2003</xref>), the Nile River in Africa (<xref ref-type="bibr" rid="B4">Cockerton et&#x20;al., 2013</xref>), and the Yangtze River and Yellow River in China (<xref ref-type="bibr" rid="B29">Li et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B8">Fan et&#x20;al., 2017</xref>). The lower reach of the YTR valley is the major transport pathway of the monsoonal moisture with more precipitation whose &#x3b4;<sup>18</sup>O values are relatively high, attributable to the lower altitudes and shorter transportation distance (<italic>Tributaries</italic>). Furthermore, rainwater is the main source of surface water downstream. Therefore, &#x3b4;<sup>18</sup>O<sub>tributaries</sub>, &#x3b4;<sup>18</sup>O<sub>precipitation</sub>, and &#x3b4;<sup>18</sup>O<sub>mainstream</sub> have similar trends in the lower&#x20;reach.</p>
<p>Anomalously, in the section from Saga (M11) to Qushui (M22), &#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D<sub>mainstream</sub> firstly increase and then decrease. In particular, the decreasing tendency between Lhaze (M15) and Qushui (M22) contradicts to the expected &#x201c;continent effect&#x201d; and &#x201c;altitude effect&#x201d; on the isotopic evolution of surface water. If the local precipitation controls the isotope composition of the mainstream, the values of &#x3b4;<sup>18</sup>O<sub>mainstream</sub> and &#x3b4;D<sub>mainstream</sub> would be expected to increase downstream in theory. Moreover, it is the mainstream samples from the middle reach that deviate from the GMWL line, having lower d-excess values as, shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>, and weakening the correlation between stable isotopes composition with longitude and altitude (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). The anomalous trend in the middle reach cannot be attributed to recharge by precipitation and melt water (<italic>&#x3b4;D&#x2013;&#x3b4;</italic>
<sup>
<italic>18</italic>
</sup>
<italic>O Relationship</italic>).</p>
<p>The phenomenon that main flows are isotopically enriched west of about 86&#xb0;E longitude has been observed in other studies (<xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B44">Ren et&#x20;al., 2016</xref>). They considered that the increasing influence of the westerlies would result in higher &#x3b4;<sup>18</sup>O and d-excess of surface waters, because of the upper reach being located in the transition between monsoon-dominant area and westerlies dominant area (<xref ref-type="bibr" rid="B22">Hren et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B44">Ren et&#x20;al., 2016</xref>). However, this view is not supported by our results. Firstly, the &#x3b4;<sup>18</sup>O of the westernmost mainstream sample (M11) is lower than that of the adjacent main stream point downstream sample values (M15, M17, and M19). It is true for both two seasons, especially for BM series, where the &#x3b4;<sup>18</sup>O of M11 is the lowest (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). Secondly, the annual weighted &#x3b4;<sup>18</sup>O of precipitation in this section decreases from Lhasa to Dingri (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>). Additionally, the d-excess values of mainstream waters in this section (&#x223c;3&#x2030; for BM and &#x223c;1&#x2030; for AM) are much lower than 10&#x2030; (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>), which does not accord with the larger d-excess characteristics of westerly precipitation. Therefore, these results do not support that westerly precipitation is the main cause of the abnormal isotopic composition in the middle reach. The enhanced evaporation intensity from east to west will also lead to more positive &#x3b4;D and &#x3b4;<sup>18</sup>O values of the upstream. However, the isotopic composition of westernmost mainstream sample (M11) is not the maximum in both two seasons. Therefore, the evaporation is not the main reason for the anomaly.</p>
<p>The abnormal &#x3b4;<sup>18</sup>O<sub>mainstream</sub> trend in the middle reach is most likely related to groundwater recharge. Firstly, three roughly north-south rifts (Dingri-Nima (DN), Dingjie-Xietongmen- Shenzha (DXS), and Yadong-Dangxiong-Gulu (YDG) rifts) intersect the YTR valley in the middle reach (<xref ref-type="bibr" rid="B59">Wang et&#x20;al., 2020</xref>). The tectonic fracture zones provide the conditions for a large amount of groundwater to recharge the mainstream (<xref ref-type="bibr" rid="B77">Zhang et&#x20;al., 2021</xref>). Additionally, the hydraulic head of over 1,000&#xa0;m could drive groundwater flow over long distances (<xref ref-type="bibr" rid="B21">Hoke et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B51">Tan et&#x20;al., 2014</xref>). From the hydrochemical point of view, geothermal water has been suspected as the main source of the elevated (As)<sub>dissolved</sub> levels in the YTR (<xref ref-type="bibr" rid="B77">Zhang et&#x20;al., 2021</xref>). Other major ion and <sup>222</sup>Rn data have also strongly suggested a large addition of groundwater to the YTR in the middle reach (<xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). In addition, the &#x3b4;<sup>18</sup>O characteristics of groundwater show significant differences from west to east in the YTR Basin (<xref ref-type="bibr" rid="B51">Tan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B31">Liu, 2018</xref>; <xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). The nearby groundwater in the Semi (&#x223c;86.4&#xb0;E) and Daggyai (&#x223c;85.6&#xb0;E) geothermal field near has obvious characteristics of <sup>18</sup>O drifts in the mixed recharge of meteoric waters and magmatic fluids (<xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2019</xref>). In Semi and Daggyai geothermal field, the &#x3b4;<sup>18</sup>O maximum values of groundwater are &#x2212;11.8 and &#x2212;15.3&#x2030;, respectively (<xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2019</xref>). Their locations exactly coincide with the area where &#x3b4;<sup>18</sup>O<sub>mainstream</sub> values are abnormally high, from Saga to Lhaze (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>). However, the groundwater sampled in the range of approximately 88&#x2013;92&#xb0;E has been observed to be depleted in D and <sup>18</sup>O and may have originated from paleo-precipitation during a cooler time and contributes 27&#x2013;40% of the river flow (<xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). Near the DXS and YDG rifts, the &#x3b4;<sup>18</sup>O minimum values of groundwater are &#x2212;21.5&#x2030; and &#x2212;21.4&#x2030;, respectively (<xref ref-type="bibr" rid="B50">Tan et&#x20;al., 2021</xref>). Just in this section (from Lhaze to Qushui), the &#x3b4;<sup>18</sup>O value of mainstream is decreasing. In addition, for the tributaries, the &#x3b4;<sup>18</sup>O values of Jiada Tsangbo (T10), Dogxung Tsangbo (T16), and Xiang Qu (T18) before the confluence are lower than that of the main stream in the middle reach (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>), so the inflow of the tributaries will lead to the isotopic composition declining as well. Therefore, the following conclusions can be drawn: from the Saga (M11) to Lhaze (M15) section, the recharge of D and <sup>18</sup>O enriched groundwater will result in the increase of the isotopic composition of the mainstream water; from Lhaze (M15) to Qushui (M22), the isotopic composition of the mainstream decreases due to the combined action of depleted D and <sup>18</sup>O groundwater recharge and tributaries import.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The mainstream &#x3b4;<sup>18</sup>O is represented by <bold>(A)</bold> red dots for BM series and <bold>(B)</bold> blue dots for AM series, respectively. The red circles in <bold>(A)</bold> and blue circles in <bold>(B)</bold> represent the &#x3b4;<sup>18</sup>O of larger tributary confluences (e.g., Dogxung Tsangpo, Lhasa River, and Parlung Tsangpo) in BM and AM series. The isotopical composition values of groundwater in Semi and Daggyai geothermal field are from <xref ref-type="bibr" rid="B31">Liu (2018)</xref> and <xref ref-type="bibr" rid="B32">Liu et&#x20;al. (2019)</xref>. The other groundwater values for the Dingjie-Xietongmen-Shenzha (DXS) and Yadong-Dangxiong-Gulu (YDG) faults are from <xref ref-type="bibr" rid="B51">Tan et&#x20;al. (2014)</xref> and <xref ref-type="bibr" rid="B50">Tan et&#x20;al. (2021)</xref>.</p>
</caption>
<graphic xlink:href="feart-09-757094-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s4-4">
<title>Implications</title>
<p>The stable isotopic characteristics of modern precipitation provide vital information to indicate moisture sources and to reconstruct paleoaltimetry. In some regions where GNIP observations are sparse, &#x3b4;<sup>18</sup>O values of river water have to be used to alleviate this problem (<xref ref-type="bibr" rid="B46">Rowley, 2007</xref>; <xref ref-type="bibr" rid="B58">Timsic and Patterson, 2014</xref>; <xref ref-type="bibr" rid="B66">Xu et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B28">Li and Garzione, 2017</xref>). However, the water in a large river is generally collected from two main sources: 1) recent precipitation through surface runoff or channel precipitation or by rapid flow through the shallow subsurface and 2) groundwater recharge. The relative contribution of these sources differs in each watershed (<xref ref-type="bibr" rid="B37">Ogrinc et&#x20;al., 2008</xref>). Therefore, the stable isotopic characteristics of river water are affected by meteorological and hydrological factors. In this study, the spatial distribution of &#x3b4;<sup>18</sup>O<sub>mainstream</sub> in the YTR middle reach is significantly different from that of tributaries and local precipitation. Due to the groundwater recharge, &#x3b4;<sup>18</sup>O<sub>mainstream</sub> in the section from Lhaze to Qushui is characterized by inverse isotope&#x2013;elevation and isotope&#x2013;moisture transport distance relationships that could produce significant misestimates of paleoaltimetry and moisture sources. Thus, when reconstructing the paleoaltimetry and tracing moisture sources using river water as a substitute for modern precipitation, it is necessary to consider that groundwater may also influence the distribution of stable isotopes in river water, especially near tectonic fracture zones where geothermal water may be characterized by remarkable high or low &#x3b4;<sup>18</sup>O values.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In the YTR Basin, most of the river waters originate in precipitation and inherit the &#x3b4;D and &#x3b4;<sup>18</sup>O characteristics of precipitation. Temporally, under the predominance of precipitation, the isotopic composition of river water is high before the monsoon precipitation (mid-June) and low after the monsoon precipitation (mid-September). Spatially, the &#x3b4;D and &#x3b4;<sup>18</sup>O values in tributary water increase gradually from west to east and conform to the &#x201c;continent effect&#x201d; and &#x201c;altitude effect&#x201d; of precipitation. For the mainstream, rainwater is the prime source of surface water in the lower reach, with the result that the &#x3b4;D and &#x3b4;<sup>18</sup>O variations are normally elevated. Anomalously, in the middle reach of the mainstream, the &#x3b4;<sup>18</sup>O and &#x3b4;D firstly increase and then decrease. From Saga to Lhaze, the groundwater is characterized by high &#x3b4;<sup>18</sup>O and low d-excess afflux causes the &#x3b4;<sup>18</sup>O<sub>mainstream</sub> to be more positive. Then, from Lhaze to Qushui, the decrease in isotopic compositions of the mainstream is attributed to the combined action of the D and <sup>18</sup>O depleted groundwater and tributaries import. As a result, due to the recharge of groundwater with remarkable differences in isotopic composition, the mainstream no longer simply inherits the characteristics of tributaries or precipitation: therefore, when reconstructing paleoaltimetry and tracing moisture sources by using &#x3b4;<sup>18</sup>O of river water as a substitute for modern precipitation, it is necessary to rule out the influence of groundwater, especially near the tectonic fracture zones whose condition is conducive to groundwater drainage, and the &#x3b4;<sup>18</sup>O of the groundwater varies significantly.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Z-QZ and J-WZ contributed to the conception of the study. Samples were collected by Z-QZ, J-WZ, G-SZ, DZ, and J-YG. JW, WZ, and Y-NY performed the isotopic analysis. Y-NY and J-WZ wrote the first draft of the manuscript. All authors contributed to article revision and approved the submitted version.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported jointly by the National Natural Science Foundation of China (Nos. 41661144042, 41930863, 42003007, and 42073009), the Second Tibetan Plateau Scientific Expedition and Research (2019QZKK0707), and Special Fund for Basic Scientific Research of Central Colleges, Chang&#x27;an University (No. 300102278302).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="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>
<ack>
<p>The authors thank Cui Lifeng, Liu Taoze, Gao Shuang, Liu Xu, Ye Runcheng, Meng Junlun, Jia Guodong, Yang Ye, and Zhang Xiaolong for helping in the field&#x20;work.</p>
</ack>
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