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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">1212064</article-id>
<article-id pub-id-type="doi">10.3389/feart.2023.1212064</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>Geological controls on the geothermal system and hydrogeochemistry of the deep low-salinity Upper Cretaceous aquifers in the Zharkent (eastern Ily) Basin, south-eastern Kazakhstan</article-title>
<alt-title alt-title-type="left-running-head">Kozhagulova et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2023.1212064">10.3389/feart.2023.1212064</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kozhagulova</surname>
<given-names>Ashirgul</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2291576/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yapiyev</surname>
<given-names>Vadim</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/609686/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Karabayanova</surname>
<given-names>Leila</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2353040/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dillinger</surname>
<given-names>Antoine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2555106/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zavaley</surname>
<given-names>Vyacheslav</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kalitova</surname>
<given-names>Aisulu</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2570401/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bayramov</surname>
<given-names>Emil</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1489804/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Holbrook</surname>
<given-names>John</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grasby</surname>
<given-names>Stephen E.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/25403/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fustic</surname>
<given-names>Milovan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2293892/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Mining and Geosciences</institution>, <institution>Nazarbayev University</institution>, <addr-line>Astana</addr-line>, <country>Kazakhstan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Oil and Gas Faculty</institution>, <institution>Atyrau Oil and Gas University</institution>, <addr-line>Atyrau</addr-line>, <country>Kazakhstan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>The Environment and Resource Efficiency Cluster (EREC)</institution>, <institution>Nazarbayev University</institution>, <addr-line>Astana</addr-line>, <country>Kazakhstan</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Hydrogeology</institution>, <institution>Engineering and Oil and Gas Geology</institution>, <institution>Satbayev University</institution>, <addr-line>Almaty</addr-line>, <country>Kazakhstan</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Geoterm Production Company LLP</institution>, <addr-line>Almaty</addr-line>, <country>Kazakhstan</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Geological Sciences</institution>, <institution>Texas Christian University</institution>, <addr-line>Fort Worth</addr-line>, <addr-line>TX</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Geological Survey of Canada</institution>, <addr-line>Calgary</addr-line>, <addr-line>AB</addr-line>, <country>Canada</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Geosciences</institution>, <institution>University of Calgary</institution>, <addr-line>Calgary</addr-line>, <addr-line>AB</addr-line>, <country>Canada</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/2111617/overview">Jianwei Tian</ext-link>, Technical University of Denmark, Denmark</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/1761650/overview">Richeng Liu</ext-link>, China University of Mining and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2280809/overview">Kun Tu</ext-link>, China University of Mining and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2430885/overview">Tianran Ma</ext-link>, China University of Mining and Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Milovan Fustic, <email>milovan.fustic@nu.edu.kz</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1212064</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Kozhagulova, Yapiyev, Karabayanova, Dillinger, Zavaley, Kalitova, Bayramov, Holbrook, Grasby and Fustic.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Kozhagulova, Yapiyev, Karabayanova, Dillinger, Zavaley, Kalitova, Bayramov, Holbrook, Grasby and Fustic</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 Zharkent (eastern Ily) Basin is renowned for its low-salinity natural hot springs and geothermal wells, primarily utilized for recreational purposes. Despite the growing commercial interest, the geothermal system in this area is very poorly documented or understood. Accordingly, we conducted a multi-disciplinary study, focusing on the advanced characterization of waters from productive Cretaceous strata, along with the interpretation of geothermal gradients and reservoir recharge in a geological context. Conventional wisdom asserts that Ily is an intracratonic basin characterized by high geothermal heat in its central part and by geothermal aquifers that are rapidly replenished by meteoric water recharge via porous strata exposed on the basin margin. Our results argue for an alternative and expanded interpretation of these systems. Elevated geothermal gradients (with average of up to 40&#xb0;C/km in the southern part of the basin and locally possibly up to 55&#xb0;C/km) are likely associated with crustal thinning owing to the development of a pull-apart basin. Anomalously fresh water (&#x3c;1&#xa0;g/L) in the deep (up to 2850&#xa0;m depth) Upper Cretaceous reservoir is charged laterally, predominantly by snowmelt waters from basin bounding mountains. Recharge includes both mountain-front recharge (MFR), where water infiltrates into outcrops of reservoir rock near the mountain fronts, and mountain-block recharge (MBR), characterized by deep groundwater flow through fractured, predominantly rhyolite basement rocks (as evidenced from their solutes in reservoir waters). The combination of elevated geothermal gradients, low salinity water chemistry, and excellent reservoir properties makes the studied reservoir horizon an attractive target for geothermal development. Our results are applicable to other geothermal systems in strike-slip settings across Central Asia, and potentially worldwide.</p>
</abstract>
<kwd-group>
<kwd>geothermal energy</kwd>
<kwd>Zharkent Basin</kwd>
<kwd>hydrogeochemistry</kwd>
<kwd>pull apart basin</kwd>
<kwd>groundwater</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Economic Geology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>New alternative energy resources and methods for enhancing their efficiency are imperative to mitigating the growing dangers from climate change. The global strategy to reduce CO<sub>2</sub> emissions includes capture and sequestration of CO<sub>2</sub>, alongside the development of cleaner energy production options. Geothermal energy production is recognized as a promising alternative source of clean energy, particularly in regions with elevated geothermal gradients, with growth of up to 150 GWe by 2050 predicted (<xref ref-type="bibr" rid="B38">Jolie et al., 2021</xref>).</p>
<p>Conventional geothermal resources are found in areas with active magmatism or in warm sedimentary basins (<xref ref-type="bibr" rid="B18">Dipippo, 2016</xref>; <xref ref-type="bibr" rid="B38">Jolie et al., 2021</xref>). The latter typically exhibit moderately high temperatures (&#x223c;150&#xb0;C&#x2013;200&#xb0;C) in basins with extensional or transtensional (i.e. pull apart basins) tectonic conditions, as observed in locations such as Salton Sea and Cerro Prietto in the Gulf of California, USA (<xref ref-type="bibr" rid="B67">Sutrisno et al., 2019</xref>). These geothermal fields commonly have highly permeable zones in porous sedimentary strata and/or natural fracture systems (<xref ref-type="bibr" rid="B67">Sutrisno et al., 2019</xref>), and they may manifest hot springs or fumaroles on the surface (<xref ref-type="bibr" rid="B38">Jolie et al., 2021</xref>). However, there are also blind geothermal resources that lack surface manifestations, such as in the Great Basin, western USA (<xref ref-type="bibr" rid="B21">Faulds et al., 2016</xref>).</p>
<p>The Zharkent (eastern Ily) Basin (<xref ref-type="fig" rid="F1">Figure 1</xref>) is known for its natural hot springs, and hosts elevated geothermal gradients (up to 40&#xb0;C/km; <xref ref-type="bibr" rid="B37">J&#xf3;hannesson et al., 2019</xref>). During petroleum exploration drilling in the 1950s (<xref ref-type="bibr" rid="B23">Filipyev, 1957</xref>; <xref ref-type="bibr" rid="B24">Filipyev and Rabkin, 1959</xref>) hot water (wellhead temperature &#x223c;96&#xb0;C) was discovered from Upper Cretaceous reservoirs at depths of 2682&#x2013;2730&#xa0;m. Similarly, the same interval in a recently drilled well (5539; depth of &#x223c;2850&#xa0;m; <xref ref-type="fig" rid="F2">Figure 2A</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>) produces 103&#xb0;C hot water. The thickness of this highly permeable (up to eight Darcies) and productive water-bearing horizon ranges from &#x223c;30 to 50&#xa0;m across the basin (<xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>). Cretaceous strata mainly comprise conglomerate and sandstone interlayered with minor claystone and siltstone (<xref ref-type="fig" rid="F2">Figure 2B</xref>), both interpreted as fluvial and shoreface deposits of an endorheic system (<xref ref-type="bibr" rid="B17">Dillinger, 2021</xref>). Conglomerates comprise extraformational pebbles and gravels bonded by clay-carbonate cement, whereas sandstone is quartz-rich, medium-to coarse-grained, and weakly cemented. The Mesozoic-Cenozoic section is thickest in the central and northeastern parts of the basin (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Ily Basin overview map made with GeoMapApp (<ext-link ext-link-type="uri" xlink:href="http://www.geomapapp.org">www.geomapapp.org</ext-link>)/CC BY (<xref ref-type="bibr" rid="B76">Ryan et al., 2009</xref>) showing the main mountain ranges and ridges (grey colored high relief); intermountain depressions (brown and green), and drainage system. Juxtaposed are locations of main communities and natural thermal springs (historical) in the Zharkent area. Inset on the left-side shows the location of Ily Basin (magenta rectangular) within Kazakhstan, and the inset on the right-side shows the location of Kazakhstan on the world map. The yellow rectangle shows the location of <xref ref-type="fig" rid="F2">Figure 2A</xref>.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Geological map of Zharkent Basin (digitized &#x201c;Geological map of Kazakh SSR,&#x201d; 1979) with juxtaposed locations of geothermal wells, main towns, and major faults (Line I&#x2013;I&#x2032; represents the cross-section depicted in <xref ref-type="fig" rid="F3">Figure 3</xref>); Note: elongated Pliocene exposures between Shonzhy and Dobyn are attributed to inferred south-dipping reverse Shonzhy fault(s) (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>); <bold>(B)</bold> Simplified Permian-to-Quaternary litho-stratigraphy along with major tectonic phases. For thickness and depths please see <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Geological cross-section I&#x2013;I&#x2032; through the Zharkent Basin (please see location in <xref ref-type="fig" rid="F2">Figure 2A</xref>) depicting the major stratigraphic subdivisions, inferred faults, and estimated isotherms (red dashed lines labeled 25&#xb0;, 50&#xb0;, 75&#xb0;, 100&#xb0;, and 125&#xb0;C; modified after Kalitov et al., 2016). Note 1: The extent (preservation) of Triassic and Jurassic strata in other parts of the basin is limited, resulting in direct contact of Cretaceous and Cenozoic rocks with Paleozoic volcanics (<xref ref-type="bibr" rid="B17">Dillinger, 2021</xref>). Note 2: The shape of the basin resembles an intracratonic sag, (see <xref ref-type="bibr" rid="B50">Lucas et al., 1997</xref>). The limited number of faults expected in sag basins is in line with <xref ref-type="bibr" rid="B56">Middleton (1989)</xref>; however, previous authors did not interpret faults in the context of modern plate tectonic terminology. Furthermore, locations of most faults in the basin are inferred to explain differences in depths and/or stratigraphic thicknesses between sparsely drilled well locations. The potential role of basin-bounding mountains (<xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2A</xref>) on basin formation and intra-basinal faults was also not considered in the inference of faults. This study attempts to address the above gaps.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g003.tif"/>
</fig>
<p>Based on observed geothermal shows and gradients, the Zharkent Basin is identified as a promising candidate for geothermal energy production (<xref ref-type="bibr" rid="B7">Boguslavsky et al., 1999</xref>; <xref ref-type="bibr" rid="B37">J&#xf3;hannesson et al., 2019</xref>). However, these authors have not documented the subsurface geological conditions adequately to develop a geothermal play-type model that explains the origin and magnitude of the thermal resource. Moreover, recent studies by <xref ref-type="bibr" rid="B11">Campbell et al. (2013)</xref>, <xref ref-type="bibr" rid="B52">Mackenzie et al. (2018)</xref>, <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al. (2019)</xref>, and <xref ref-type="bibr" rid="B71">Wu et al. (2021)</xref> reveal the existence of strike-slip faults that are not included in the existing basin models, despite their crucial control on geothermal resources (<xref ref-type="bibr" rid="B67">Sutrisno et al., 2019</xref>).</p>
<p>Tectonic and sedimentary features observed in basin bounding mountains and ridges (<xref ref-type="fig" rid="F1">Figure 1</xref>) are linked to sedimentation in the adjacent basin (details in <xref ref-type="sec" rid="s2-1">Section 2.1</xref>; <xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B70">Wang et al., 2006</xref>; <xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; <xref ref-type="bibr" rid="B51">Macaulay et al., 2014</xref>; <xref ref-type="bibr" rid="B65">Sobel et al., 2006</xref>; <xref ref-type="bibr" rid="B10">Burtman, 2012</xref>; <xref ref-type="bibr" rid="B29">Han et al., 2004</xref>; <xref ref-type="bibr" rid="B68">Verestek et al., 2018</xref>; <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>; <xref ref-type="bibr" rid="B26">Frisch et al., 2019</xref>; <xref ref-type="bibr" rid="B31">Hellwig et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Lucas et al., 2000</xref>; <xref ref-type="bibr" rid="B69">Voigt et al., 2017</xref>). However, geothermal development is hampered by a lack of constraint on tectonic processes occurring within the basin (beneath the present-day sedimentary cover; <xref ref-type="fig" rid="F1">Figures 1</xref>&#x2013;<xref ref-type="fig" rid="F3">3</xref>) and their potential role in: i) forming and shaping accommodation for sediments; ii) controlling the increased geothermal gradients documented by various researchers e.g. <xref ref-type="bibr" rid="B7">Boguslavsky et al. (1999)</xref> and <xref ref-type="bibr" rid="B37">J&#xf3;hannesson et al. (2019)</xref>; and iii) influencing fluid flow in the basin. Additionally, structural styles described in mountains and ridges (summarized in <xref ref-type="sec" rid="s2-1">Section 2.1</xref>) are challenging to reconcile with generalized and widely accepted basin models generated from a correlation between sparcely drilled wells (<xref ref-type="fig" rid="F3">Figure 3</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>), and a need for developing more modern basin tectono-stratigraphic models that integrate a wider range of data types.</p>
<p>The present study integrates data from geochemical, geophysical, and stratigraphic sources to present an integrated tectono-stratigraphic model for the Upper Cretaceous Zharkent geothermal trend. We utilize new hydrogeochemistry and stable water isotope results from 18 samples taken from a range of localities across the basin to gain a better understanding of the Zharkent Basin geothermal system. Furthermore, numerous previously published subsurface temperature, water chemistry data, stratigraphy, geological cross-sections and maps, gravimetry surveys, as well as recent works on the regional structural setting, have been reprocessed. Data including temperature profiles, water chemistry, stable water isotopes, tectonic history, and stratigraphy were integrated to generate a comprehensive conceptual basin model for a sediment-hosted geothermal system.</p>
</sec>
<sec id="s2">
<title>2 Geological settings</title>
<sec id="s2-1">
<title>2.1 Tectono-stratigraphic framework and basin evolution</title>
<p>The Zharkent Basin is bordered by the Kalkan, Katutau, and Dzhungarian Alatau mountains to the north; the Ketmen Ridge to the south; and transitions to the Almaty Basin to the west (<xref ref-type="fig" rid="F1">Figure 1</xref>). To the east, it extends into China as the Yili Basin (<xref ref-type="bibr" rid="B70">Wang et al., 2006</xref>; <xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>). The central part of the Zharkent Basin is mainly covered by Quaternary sediments, while older Cenozoic and Mesozoic sediments crop out along the basin&#x2019;s periphery (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F3">3</xref>). The sedimentary succession non-conformably overlies an extensive upper Paleozoic volcanic series characterized by an abundance of rhyolites (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>; <xref ref-type="fig" rid="F2">Figure 2B</xref>). This volcanic series also largely constitutes the Dzhungarian Alatau Mountains and Ketmen Ridge on the northern and southern parts of the basin, respectively (<xref ref-type="fig" rid="F2">Figure 2A</xref>).</p>
<p>Sedimentation in the Zharkent Basin commenced in the Middle Triassic in response to local subsidence and associated formation of an intermontane depression (<xref ref-type="bibr" rid="B15">Daukeev et al., 2002</xref>). Triassic to recent basin fill comprises sandstone, conglomerate, as well as lacustrine mudstones derived from locally sourced siliciclastics (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Extensional and/or strike-slip fault displacement in the Middle-Late Triassic, subsequent thermal subsidence and downward flexure, and a warm, humid climate in the Early Jurassic, triggered the accumulation of thick Lower Jurassic coals within otherwise clay-rich siliciclastic successions (<xref ref-type="bibr" rid="B4">Allen et al., 1991</xref>).</p>
<p>In the Late Jurassic, basin uplift associated with the development of the Ketmen Ridge (<xref ref-type="fig" rid="F1">Figure 1</xref>) to the south led to local erosion of older Mesozoic deposits. Sedimentation resumed in the Early Cretaceous across much of the broader intermontane Ily Basin, including the Zharkent Basin, with sediments mostly sourced from the uplifted Ketmen Ridge to the south and the emerging Dzhungarian Alatau Mountains to the north (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Thermal history modeling and fission track analysis demonstrate a phase of uplift and erosion over the Chinese part of the Ketmen Ridge and Dzhungarian Alatau Mountains in the Late Cretaceous&#x2013;early Paleogene time that likely affected deposition in the Ily Basin (<xref ref-type="bibr" rid="B39">Jolivet et al., 2010</xref>). This phase was followed by tectonic quiescence towards the middle of the Paleogene, and the Zharkent Basin became a peneplained intracratonic sag that filled with thick paleosol successions (<xref ref-type="bibr" rid="B50">Lucas et al., 1997</xref>).</p>
<p>From the Oligocene through the early Miocene, sedimentation was largely controlled by compression and left-lateral shear in response to the uplift of the Tien Shan Mountains to the south of the basin that was triggered by the collision between India and Asia (<xref ref-type="bibr" rid="B65">Sobel et al., 2006</xref>; <xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; <xref ref-type="bibr" rid="B51">Macaulay et al., 2014</xref>). Tectonic strain chiefly manifests as a succession of E-W-striking faults producing uplifts from basement-cored anticlines (<xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>) and basin bounding thrust faults (flower structures), resulting in N-S shortening and basin closure in the middle-late Miocene (<xref ref-type="bibr" rid="B29">Han et al., 2004</xref>; <xref ref-type="bibr" rid="B10">Burtman, 2012</xref>; <xref ref-type="bibr" rid="B68">Verestek et al., 2018</xref>). Contemporaneous phases of extension in response to strike-slip displacement in a transfer zone also linked two slightly diverging thrusts in the Katutau region (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>).</p>
<p>Continued NNW-directed compression led to folding, thrusting, and uplifting in the west-east oriented Kalkan and Aktau mountains from the late Miocene to the Pleistocene (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>). More recently, <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al. (2019)</xref> highlighted the importance of displacement on left-lateral strike-slip faults in the Ily basin-bounding mountain ranges, and right-lateral oblique thrust faults in the basin interior for accommodating regional N-S shortening and large-scale NE-SW shear. Throughout the Cenozoic, the central basin was filled with alluvial-lacustrine and fluvial deposits, and coarse alluvial-fan deposits and paleosols formed at the margins in dominantly hot and arid conditions (<xref ref-type="bibr" rid="B49">Lucas et al., 2000</xref>; <xref ref-type="bibr" rid="B31">Hellwig et al., 2017</xref>; <xref ref-type="bibr" rid="B69">Voigt et al., 2017</xref>; <xref ref-type="bibr" rid="B26">Frisch et al., 2019</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Hydrogeological background</title>
<p>The Zharkent Basin aquifers include Neogene, Paleogene, Cretaceous, Jurassic, and Triassic rocks (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F3">3</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>); however, the geothermal water is thus far produced only from the Upper Cretaceous aquifer. Paleozoic formations mostly comprise porphyritic rhyolites (<xref ref-type="fig" rid="F2">Figures 2A,B</xref>) (<xref ref-type="bibr" rid="B2">Akchulakov, 2012</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>), and have been tested in some wells. Because of low flowrates (&#x3c;0.3&#xa0;L/s), Paleozoic rocks are considered non-productive (<xref ref-type="table" rid="T1">Table 1</xref>). Water data from both Jurassic and Triassic formations are highly variable both in terms of flow rates (from nil to about 55&#xa0;L/s) and salinity (from &#x3c;1&#xa0;g/L to up to 15.2&#xa0;g/L; <xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>). The tested Miocene and Pliocene formations also had low flowrates (&#x3c;2&#xa0;L/s). Furthermore, their high Total Dissolved Solids (TDS) content (up to 22&#xa0;g/L) makes them unfavorable for geothermal water production. Waters are produced from Paleogene aquifers at both low and highly varying flowrates (ranging from 6&#xa0;L/s in the basin center to 0.01&#xa0;L/s in the northern part of the basin), which implies that the Paleogene layers are either not extensive or that permeability decreases northward (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Summary of water properties (historical data after <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>)<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Data from well<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref> &#x23;</th>
<th align="center">TDS, g/L</th>
<th align="center">Natural flowrate at the start of production, L/s</th>
<th align="center">Sample depth, m</th>
<th align="center">Water type</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="5" align="left">Miocene</td>
</tr>
<tr>
<td align="left">&#x2003;?</td>
<td align="center">6&#x2013;22</td>
<td align="center">&#x3c;0.1</td>
<td align="center">?</td>
<td align="left">Mixed Na &#x2b; Cl dominated</td>
</tr>
<tr>
<td colspan="5" align="left">Pliocene</td>
</tr>
<tr>
<td align="center">1-G</td>
<td align="center">0.6&#x2013;18.8</td>
<td align="center">0.25&#x2013;2.4</td>
<td align="center">968&#x2013;2070</td>
<td align="left">Mixed Na &#x2b; CO<sub>3</sub> &#x2b; SO<sub>4</sub> dominated</td>
</tr>
<tr>
<td colspan="5" align="left">Paleogene</td>
</tr>
<tr>
<td align="center">1-G</td>
<td align="center">5</td>
<td align="center">6.1</td>
<td align="center">2475&#x2013;2509</td>
<td rowspan="3" align="left">Mixed Na &#x2b; Cl &#x2b; SO<sub>4</sub> dominated</td>
</tr>
<tr>
<td align="center">4-G</td>
<td align="center">6.4</td>
<td align="center">0.2</td>
<td align="center">376&#x2013;385</td>
</tr>
<tr>
<td align="center">7-T</td>
<td align="center">15.9</td>
<td align="center">0.01</td>
<td align="center">2664&#x2013;2670; 2685&#x2013;2693</td>
</tr>
<tr>
<td colspan="5" align="left">Cretaceous</td>
</tr>
<tr>
<td align="center">1-G</td>
<td align="center">0.9</td>
<td align="center">46.3</td>
<td align="center">2693&#x2013;2732</td>
<td rowspan="8" align="left">Mixed Na &#x2b; CO<sub>3</sub> &#x2b; SO<sub>4</sub> dominated</td>
</tr>
<tr>
<td align="center">3-G</td>
<td align="center">0.26</td>
<td align="center">60.2</td>
<td align="center">1377&#x2013;1448</td>
</tr>
<tr>
<td align="center">6-G</td>
<td align="center">0.35</td>
<td align="center">75.2</td>
<td align="center">715&#x2013;755; 745&#x2013;765; 780&#x2013;790</td>
</tr>
<tr>
<td align="center">3-T</td>
<td align="center">0.33</td>
<td align="center">30</td>
<td align="center">2278&#x2013;2344</td>
</tr>
<tr>
<td align="center">1-TP</td>
<td align="center">0.5</td>
<td align="center">50</td>
<td align="center">2800&#x2013;2900</td>
</tr>
<tr>
<td align="center">2-TP</td>
<td align="center">0.5</td>
<td align="center">22</td>
<td align="center">2718&#x2013;2790</td>
</tr>
<tr>
<td align="center">1-RT</td>
<td align="center">0.6</td>
<td align="center">24.5</td>
<td align="center">2737&#x2013;2817</td>
</tr>
<tr>
<td align="center">5539</td>
<td align="center">0.8</td>
<td align="center">54.5</td>
<td align="center">2763&#x2013;2793</td>
</tr>
<tr>
<td align="center">4-&#x422;</td>
<td align="center">-</td>
<td align="center">no inflow</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="center">5-G</td>
<td align="center">-</td>
<td align="center">no inflow</td>
<td align="center">2380</td>
<td align="left"/>
</tr>
<tr>
<td style="background-color:#c6c7c9" colspan="4" align="left">Middle Jurassic</td>
<td style="background-color:#c6c7c9" align="left">Mixed Na &#x2b; SO<sub>4</sub> &#x2b; Cl dominated</td>
</tr>
<tr>
<td align="center">3-T</td>
<td rowspan="3" align="center">0.99</td>
<td align="center">15</td>
<td align="center">2292&#x2013;2376</td>
<td rowspan="3" align="left"/>
</tr>
<tr>
<td align="center">1-T</td>
<td align="center">20</td>
<td align="center">2450&#x2013;2550</td>
</tr>
<tr>
<td align="center">7-T</td>
<td align="center">0.8</td>
<td align="center">?</td>
</tr>
<tr>
<td colspan="5" align="left">Lower Jurassic</td>
</tr>
<tr>
<td align="center">3-T</td>
<td align="center">2.45</td>
<td align="center">17.4</td>
<td align="center">2612&#x2013;2670</td>
</tr>
<tr>
<td colspan="5" align="left">Upper Triassic</td>
</tr>
<tr>
<td align="center">6-G</td>
<td align="center">low salinity</td>
<td align="center">28.9</td>
<td align="center">1273&#x2013;1330</td>
<td rowspan="3" align="left">?</td>
</tr>
<tr>
<td align="center">1-T</td>
<td align="center">-</td>
<td align="center">tested, but no flow</td>
<td align="center">2670&#x2013;2902</td>
</tr>
<tr>
<td align="center">3-T</td>
<td align="center">-</td>
<td align="center">tested, but no flow</td>
<td align="center">2835&#x2013;2995</td>
</tr>
<tr>
<td colspan="5" align="left">Lower Triassic</td>
</tr>
<tr>
<td align="center">2-T</td>
<td align="center">15.2</td>
<td align="center">1</td>
<td align="center">2620&#x2013;2830</td>
<td rowspan="3" align="left">?</td>
</tr>
<tr>
<td align="center">3-G</td>
<td align="center">?</td>
<td align="center">55.6</td>
<td align="center">2215&#x2013;2275</td>
</tr>
<tr>
<td align="center">7-G</td>
<td align="center">0.85</td>
<td align="center">0.2</td>
<td align="center">1132&#x2013;1150</td>
</tr>
<tr>
<td colspan="5" align="left">Paleozoic</td>
</tr>
<tr>
<td align="center">3-G</td>
<td align="center">8.45&#x2013;8.53</td>
<td align="center">0.03&#x2013;0.34</td>
<td align="center">2550&#x2013;2790; 2815&#x2013;2980</td>
<td rowspan="3" align="left">Mixed Na &#x2b; Ca &#x2b; Cl dominated</td>
</tr>
<tr>
<td align="center">6-G</td>
<td align="center">?</td>
<td align="center">0.2</td>
<td align="center">2268&#x2013;2295; 2220&#x2013;2252</td>
</tr>
<tr>
<td align="center">7-G</td>
<td align="center">20.8</td>
<td align="center">0.5</td>
<td align="center">1208&#x2013;1231</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>For lithology refer to Figure 2B.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Produced geothermal water is characterized by low TDS values (less than 1&#xa0;g/L), initial natural flowrates of up to 75.2&#xa0;L/s, and wellhead measured water temperature as high as 96&#xb0;C&#x2013;102&#xb0;C (<xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>). Geothermal water has a narrow range (0.3&#x2013;0.9&#xa0;g/L; <xref ref-type="table" rid="T1">Table 1</xref>) of salinity variation across the basin, but natural flowrates vary up to a factor of three, and no flow is reported from well testing for the wells located in the north part of the basin.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Data and methods</title>
<sec id="s3-1">
<title>3.1 Geothermal gradient calculations and mapping</title>
<p>Depth-temperature profiles were based on the temperature measurements collected directly from the geochemical sampling points as well as published temperature data (<xref ref-type="table" rid="T2">Table 2</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>; <xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>). Water temperature was measured at a tap-off of the well with a portable thermometer. Inputs for calculating geothermal gradients included the measured water temperatures <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<sup>
<italic>o</italic>
</sup>
<italic>C</italic>), the depth of the screened production intervals <italic>Depth (m</italic>), and average surface temperature of 12&#xb0;C <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>f</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<sup>
<italic>o</italic>
</sup>
<italic>C</italic>) (<xref ref-type="bibr" rid="B59">Mukhamedzhanov, 1990</xref>). The gradients were estimated as approximate <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> (<sup>
<italic>o</italic>
</sup>
<italic>C/m</italic>), which does not account for changes in lithology, and therefore presented as a min-max range in depth-temperature profiles. These calculated values and previously published geothermal gradients (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>) formed a database (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) that was used for generating a geothermal gradient distribution map across the basin. The Spline interpolation technique was selected as optimal for the present research to derive gently varying surfaces through the interpolation of the sparsely distributed geothermal gradient points. The technique is based on the mathematical function that minimizes overall surface curvature, contributing to the smoothness (continuous and differentiable) of the function and exact passing through the limited number of source points (<xref ref-type="bibr" rid="B25">Franke, 1982</xref>; <xref ref-type="bibr" rid="B57">Mit&#xe1;&#x161; and Mit&#xe1;&#x161;ov&#xe1;, 1988</xref>; <xref ref-type="bibr" rid="B19">ESRI, 2011</xref>) gridded with a 100&#xa0;m&#xa0;cell size. The greater count of points leads to a smoother surface in the 2-D minimum curvature spline technique. The spline algorithm is based on the following equation for the surface interpolation (<xref ref-type="bibr" rid="B19">ESRI, 2011</xref>):<disp-formula id="e1">
<mml:math id="m4">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:munderover>
</mml:mstyle>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where j&#x3d;1,2,.,N; N is the count of input points; <italic>&#x3bb;</italic>
<sub>
<italic>j</italic>
</sub> represents the coefficients from the solution of linear equations; <italic>r</italic>
<sub>
<italic>j</italic>
</sub> is the distance from point (x,y) to the <italic>j</italic>th point; and T (x,y) and R(r) are defined as per the selected option. Moreover, to minimize extrapolation artifacts, the extent of the map is restricted to areas with reasonable well and data coverage. Generated isolines were then manually locally adjusted to account for known geologic features (i.e. the Shonzhy fault). The software-generated geothermal gradients&#x2019; divisions remained unchanged but redistributed in the NEE direction along the Shonzhy fault (c.f. <xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Data on bottomhole temperatures vs. depths in Upper Cretaceous formations grouped in three main sections: South, Central, and East. For lithology, please refer to <xref ref-type="fig" rid="F2">Figure 2B</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Section of the basin</th>
<th align="center">Well</th>
<th align="center">Temperature, &#xb0;&#x421;</th>
<th align="center">Depth, m</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="5" align="left">South basin</td>
<td align="center">1028</td>
<td align="center">28</td>
<td align="center">367</td>
</tr>
<tr>
<td align="center">1042</td>
<td align="center">28</td>
<td align="center">475</td>
</tr>
<tr>
<td align="center">1302</td>
<td align="center">29</td>
<td align="center">467</td>
</tr>
<tr>
<td align="center">1046</td>
<td align="center">42</td>
<td align="center">540</td>
</tr>
<tr>
<td align="center">1325</td>
<td align="center">22</td>
<td align="center">443</td>
</tr>
<tr>
<td rowspan="5" align="left">Central basin</td>
<td align="center">2-TP</td>
<td align="center">84</td>
<td align="center">2993</td>
</tr>
<tr>
<td align="center">1-TP</td>
<td align="center">84</td>
<td align="center">3013</td>
</tr>
<tr>
<td align="center">1-G</td>
<td align="center">96</td>
<td align="center">2800</td>
</tr>
<tr>
<td align="center">1-RT</td>
<td align="center">98</td>
<td align="center">2885</td>
</tr>
<tr>
<td align="center">5539</td>
<td align="center">103</td>
<td align="center">2850</td>
</tr>
<tr>
<td rowspan="8" align="left">East basin</td>
<td align="center">6-G</td>
<td align="center">32</td>
<td align="center">746</td>
</tr>
<tr>
<td align="center">3-G</td>
<td align="center">49</td>
<td align="center">1379</td>
</tr>
<tr>
<td align="center">1-T</td>
<td align="center">85</td>
<td align="center">2888</td>
</tr>
<tr>
<td align="center">3-T</td>
<td align="center">63</td>
<td align="center">2410</td>
</tr>
<tr>
<td align="center">2-T</td>
<td align="center">93</td>
<td align="center">3073</td>
</tr>
<tr>
<td align="center">5-T</td>
<td align="center">127</td>
<td align="center">4031</td>
</tr>
<tr>
<td align="center">7-T</td>
<td align="center">87</td>
<td align="center">2750</td>
</tr>
<tr>
<td align="center">8-T</td>
<td align="center">71.3</td>
<td align="center">2750</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.2 Hydrogeochemistry sampling and analysis</title>
<p>Water samples were collected during field campaigns in May-June 2021 and May-June 2022. The sampling period was constrained by weather conditions (cold and arid climate) and the associated accessibility of remote sites. The samples included water from well-heads of four deep (&#x3e;2.5&#xa0;km deep) geothermal wells (PI-1&#x2013;4), five shallow (600&#x2013;700&#xa0;m deep) geothermal wells (AE-4, KD-2, KD-4, KD-5, and KD-7), four shallow (&#x223c;200&#xa0;m deep) groundwater wells (AE-1, AE-2, KD-1, KD-3, and KD-8), as well as one spring (AE-3) and one artesian warm well (KD-6) (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). We also collected one streamwater sample (KD-9) in Karadala region (<xref ref-type="table" rid="T3">Table 3</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>). All deep and shallow geothermal wells produce hot water from the Upper Cretaceous aquifer(s). The depth difference is because strata are tilted toward the basin axis (<xref ref-type="fig" rid="F3">Figure 3</xref>). The samples PI-4 and PI-5 (collected in 2021 and 2022 respectively, <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>) are sourced from the same well (1-TP at 2830&#xa0;m) depth. For easier spatial referencing, sample identification numbers (ID&#x2019;s) are assigned based on geographic sub-regions and distinguished in <xref ref-type="table" rid="T3">Table 3</xref> as AE for Altyn-Emel sub-region, KD for Karadala sub-region, and PI for the deep geothermal in Pre-Ily region.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Water sample locations including measured temperatures. Note: cold water refers to temperature of 30&#xb0;C and less.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample ID</th>
<th align="center">Subregion</th>
<th align="center">Location name</th>
<th align="center">Source type/Depth, m</th>
<th align="center">T, &#xb0;C</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">AE-1</td>
<td rowspan="4" align="center">Altyn Emel</td>
<td align="left">Aktobe village</td>
<td align="center">Groundwater (GW)/&#x223c;150&#x2013;200&#xa0;m</td>
<td align="center">&#x3c;30</td>
</tr>
<tr>
<td align="left">AE-2</td>
<td align="left">Suanbek Kolonka</td>
<td align="center">Groundwater (GW)/no data</td>
<td align="center">&#x3c;30</td>
</tr>
<tr>
<td align="left">AE-3</td>
<td align="left">Willow Tree</td>
<td align="center">Spring</td>
<td align="center">no data</td>
</tr>
<tr>
<td align="left">AE-4</td>
<td align="left">Geological station</td>
<td align="center">Shallow geothermal well/no data</td>
<td align="center">&#x3c;30</td>
</tr>
<tr>
<td align="left">KD-1</td>
<td rowspan="9" align="center">Karadala</td>
<td align="left">Kolzhat Road</td>
<td align="center">Groundwater (GW)</td>
<td align="center">&#x3c;30</td>
</tr>
<tr>
<td align="left">KD-2</td>
<td align="left">Derevushka (hot)</td>
<td align="center">Shallow geothermal well/&#x223c;650&#xa0;m</td>
<td align="center">47</td>
</tr>
<tr>
<td align="left">KD-3</td>
<td align="left">Kolzhat</td>
<td align="center">Groundwater (GW)</td>
<td align="center">no data</td>
</tr>
<tr>
<td align="left">KD-4</td>
<td align="left">Altyn Su</td>
<td align="center">Shallow geothermal well/&#x223c;650&#xa0;m</td>
<td align="center">47</td>
</tr>
<tr>
<td align="left">KD-5</td>
<td align="left">Dobyn</td>
<td align="center">Shallow geothermal well/&#x223c;650&#xa0;m</td>
<td align="center">42</td>
</tr>
<tr>
<td align="left">KD-6</td>
<td align="left">Shonzhy Road</td>
<td align="center">Artesian warm well</td>
<td align="center">no data</td>
</tr>
<tr>
<td align="left">KD-7</td>
<td align="left">Omir su</td>
<td align="center">Shallow geothermal well/&#x223c;650&#xa0;m</td>
<td align="center">39</td>
</tr>
<tr>
<td align="left">KD-8</td>
<td align="left">Derevushka cold</td>
<td align="center">Groundwater (GW)/&#x223c;150&#x2013;200&#xa0;m</td>
<td align="center">&#x3c;30</td>
</tr>
<tr>
<td align="left">KD-9</td>
<td align="left">Aktam Stream</td>
<td align="center">Surface water</td>
<td align="center">no data</td>
</tr>
<tr>
<td align="left">PI-1</td>
<td rowspan="5" align="center">Pre-Ily</td>
<td align="left">5539</td>
<td align="center">Deep geothermal well/2850&#xa0;m</td>
<td align="center">103</td>
</tr>
<tr>
<td align="left">PI-2</td>
<td align="left">1-RT</td>
<td align="center">Deep geothermal well/2885&#xa0;m</td>
<td align="center">90</td>
</tr>
<tr>
<td align="left">PI-3</td>
<td align="left">2-TP</td>
<td align="center">Deep geothermal well/2953&#xa0;m</td>
<td align="center">87</td>
</tr>
<tr>
<td align="left">PI-4</td>
<td align="left">1-TP</td>
<td align="center">Deep geothermal well/2830&#xa0;m</td>
<td align="center">89</td>
</tr>
<tr>
<td align="left">PI-5</td>
<td align="left">Keremagash 1-TP</td>
<td align="center">Deep geothermal well/2830&#xa0;m</td>
<td align="center">&#x223c;89</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>All samples were collected in 250&#xa0;mL HDPE bottles. The bottles were sealed with scotch tape or parafilm M (Bemis Company, USA, Part no. PM-992) to prevent evaporation. The pH and electrical conductivity (EC) were measured by a multiparameter benchtop meter (inoLab Multi 9310 IDS with conductivity cell and pH electrode). TDS was determined by measuring EC and multiplying by a coefficient (0.55 for low salinity samples and 0.64 for the brackish sample (after <xref ref-type="bibr" rid="B34">Hubert and Wolkersdorfer, 2015</xref>) (AE-4; <xref ref-type="table" rid="T3">Table 3</xref>). The conductivity over the sum of major ions method is used because of missing carbonates content data (not measured) in some of the samples. Before analysis, the samples were filtered using standard 0.45&#xa0;&#xb5;m PTFE syringe filters. The major cations (Ca, Mg, Na, K), trace elements (Fe, Al, Fi, Zn, Cu, Mn, B, Ba, Sn, Sr, Cd, Co, Ni, Sb, Se, As, Pb) and silicon (Si) analysis was performed on ICP-OES (Thermo Fisher Icap 6300 DUO) with the samples spiked with nitric acid beforehand (analytical grade). The anions (Cl, SO<sub>4,</sub> and NO<sub>3</sub>) were determined by ion chromatography (Dionex ICS 6000 and Metrohm 930 Compact IC Flex) at Nazarbayev University Core Facilities. The bicarbonate ions (HCO3) were measured by titration with hydrochloric acid 0.1&#xa0;mol/L with methyl red/bromcresol and phenolphthalein indicators (ISO 9963&#x2013;1:1994) by a third-party laboratory. The sum of (major) ions was calculated by summing concentrations of Ca, Mg, Na, K, HCO<sub>3</sub>, Cl, SO<sub>4,</sub> and NO<sub>3</sub> ions. In case of the absence of EC measurements, the sum of ions was also used as a TDS estimate. Silicon measurements were converted to SiO<sub>2</sub> by dividing the concentration Si by 0.4674. Piper and mixing diagrams are constructed in Geochemist Workbench Community Edition (version 16). The trace-element compositions are presented in <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>.</p>
<p>Stable water isotope analyses were conducted on a Liquid Water Isotope analyzer (Los Gatos Research, model IWA-912) at Nazarbayev University. The samples were normalized to Vienna Standard Mean Ocean Water (VSMOW2) and Standard Light Antarctic Precipitation (SLAP2) scales, and are reported in parts per thousand (&#x2030; or permille) (<xref ref-type="bibr" rid="B41">Kendall and Doctor, 2003</xref>). The analysis was conducted with two to three replicate runs to obtain reproducible results with seven measured injections using primary and secondary standards with bracketing normalization. Measurement uncertainties are &#x2264;&#xb1;0.8&#x2030; for &#x3b4;<sup>2</sup>H and &#xb1; 0.2&#x2030; for &#x3b4;<sup>18</sup>O. We also calculated the deuterium-excess:<disp-formula id="e2">
<mml:math id="m5">
<mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>excess</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x3b4;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
<mml:mn>8</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">&#x3b4;</mml:mi>
<mml:mn>18</mml:mn>
</mml:msup>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Additionally, monthly stable water isotope data for precipitation were downloaded from <ext-link ext-link-type="uri" xlink:href="http://waterisotopes.org">waterisotopes.org</ext-link> (<xref ref-type="bibr" rid="B8">Bowen, 2022</xref>) for Ketmen Ridge (latitude 43.3109&#xb0;, longitude 80.0983&#xb0;, altitude 2000&#xa0;m) and Dzhungar Alatau (latitude 44.5531&#xb0;, longitude 79.9013&#xb0;, altitude 2000&#xa0;m) to distinguish the relative contribution of cold (October to March) vs. warm (April to September) seasonal precipitation to recharge. The mean values for both oxygen and hydrogen of arithmetic averages for cold and warm seasons were used for both mountain ranges.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Results and interpretation</title>
<sec id="s4-1">
<title>4.1 Depth-temperature profiles (geothermal gradients) and map</title>
<sec id="s4-1-1">
<title>4.1.1 Results</title>
<p>Geothermal gradients are in the range of 21.1&#xb0;C&#x2013;30.3&#xb0;C/km (East of basin), 25.1&#xb0;C&#x2013;32.9&#xb0;C/km (Center of basin), and 27.3&#xb0;C&#x2013;53.5&#xb0;C/km (South of basin) (<xref ref-type="fig" rid="F4">Figure 4</xref>). The geothermal gradient distribution is also highly variable locally across the basin with a strong positive anomaly (40&#xb0;C&#x2013;60&#xb0;C/km) near the towns of Dobyn and Shonzhy (<xref ref-type="fig" rid="F5">Figure 5</xref>). The geothermal gradients are moderately elevated (&#x223c;29.8&#xb0;C/km) in the central part of the basin where wells are currently producing geothermal waters for balneology purposes at sanatorium Keremagash (well 1-TP), and greenhouse and fish-farming (wells 5539, 1-RT, 2-TP; <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F5">5</xref>). Data from wells 3-G and 6-G support slightly lower geothermal gradients in the eastern part of the basin is indicated by.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Average depth-temperature profiles and geothermal gradients of the South, Central, and East parts of the Zharkent Basin (<xref ref-type="table" rid="T2">Table 2</xref>; <xref ref-type="fig" rid="F2">Figure 2A</xref>), calculated based on data from 18 wells shown in <xref ref-type="fig" rid="F2">Figure 2A</xref>.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Geothermal gradient distribution with juxtaposed locations of main communities, geothermal wells and major faults. Cross-section I<sup>a</sup>-I<sup>b</sup> (a part of I-I&#x2032; in <xref ref-type="fig" rid="F2">Figure 2A</xref>) is generated based on the data summarized in <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>. To minimize extrapolation artifacts, the extent of the map is restricted to areas with reasonable well and data coverage. Generated isolines were then manually adjusted locally to account for known geologic features (i.e. the Shonzhy fault). The software-generated geothermal gradient divisions remained unchanged but redistributed in NEE direction along the Shonzhy fault (c.f. <xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>). Note: Rectangle (blue dashed lines) indicates the area with high temperature anomaly of enigmatic origin. Scenarios proposed in this study include: i) localized gradient anomolies crustal thinning underneath a poorly defined tectonic block or structural element such as step over or relay ramp; and/or ii) false temperature gradients caused by upward flow of hot water, along faults and/or fractures, from deeper seated aquifers.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g005.tif"/>
</fig>
</sec>
<sec id="s4-1-2">
<title>4.1.2 Interpretation</title>
<p>The observed variations in geothermal gradient (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>) are consistent with abrupt variations in crustal thickness and/or localized vertical flow of heated water along faults and fracture systems. Prior interpretations alternatively did not capture this high variability, and argued for linear alike depth-temperature gradients within a relatively uniform intracratonic sag basin (<xref ref-type="fig" rid="F3">Figure 3</xref>). Potential evidence for this variability includes temperature anomalies along the Shonzhy fault trend between the towns of Shonzhy and Dobyn (<xref ref-type="fig" rid="F5">Figure 5</xref>). The displacement geometry of the Shonzhy fault (<xref ref-type="fig" rid="F3">Figure 3</xref>) is debatable. Most maps show it as a normal fault with the formation of an inferred graben on the South side (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). However, <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al. (2019)</xref> have classified the Shonzhy as an active south-dipping reverse fault characterized by about 20&#xa0;m of recent vertical displacement, and an unknown amount of lateral displacement (<xref ref-type="fig" rid="F9">Figure 9C</xref> in <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>). The overall context of <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al. (2019)</xref> thrust and strike-slip faults in the Ily Basin, argues the term &#x201c;south dipping reverse fault&#x201d;, and imply the fault is a part of a steeply dipping flower structured thrust fault system, where some faults are reactivated as reverse faults by compression. Yet another possibility is that the Shonzhy fault is a more discrete strike-slip fault oriented parallel to those documented in the mountains to the south and the north (<xref ref-type="fig" rid="F2">Figure 2</xref>). Its location &#x3e;20&#xa0;km north of the North Ketmen Fault (<xref ref-type="fig" rid="F2">Figure 2</xref>), and thick sedimentary cover south of it (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>), suggests possible subsidence caused by strike-slip transtentional forces, genetically related to transpression that contributed to flanking mountains, which would also result in an array of en echelon faults and together create a network of grabens, step overs, and/or relay ramps that formed pull-apart depressions (<xref ref-type="bibr" rid="B20">Faulds and Hinz, 2015</xref>).</p>
<p>The proximity of the temperature anomaly to the Shonzy fault (<xref ref-type="fig" rid="F5">Figure 5</xref>) argues for a genetic relationship between the two. Potential scenarios include:<list list-type="simple">
<list-item>
<p>i) The normal-fault scenario inferred from <xref ref-type="bibr" rid="B40">Kalitov 2016</xref> (<xref ref-type="fig" rid="F3">Figure 3</xref>) implies extensional stresses generating a graben or similar depression from crustal stretching, which further implies local crustal thinning. This would force higher temperature gradients beneath the tectonically stretched block (graben). Similarly, a pull-apart depression caused by transtensional forces would cause similar crustal thinning and an analogous temperature anomaly.</p>
</list-item>
<list-item>
<p>ii) The flower structure scenario implies that the Pliocene exposure north of the Shonzhy fault (characterized by the absence of Quaternary sediments due to erosion or depositional hiatus (<xref ref-type="fig" rid="F2">Figure 2A</xref>), is a thrust sheet which is uplifted more than the overlying thrust sheet south of the Shonzhy fault. In this context, the depressed tectonic block south of the Shonzhy fault is a localized piggyback basin. This scenario does not produce crustal thinning and thus cannot account directly for increased temperature gradient (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>). Increased temperature gradients instead would reflect localized and preferential fluid movement along this fault-fracture system.</p>
</list-item>
</list>
</p>
<p>Either of the above scenarios implies extensive networks of faulting and fracturing which would promote upward migration of deeper sourced hot water and its potential accumulation in highly permeable Upper Cretaceous strata in the Shonzhy-Dobyn area. This would imply that although temperature measurements are correct, the anomaly shown on the map (<xref ref-type="fig" rid="F5">Figure 5</xref>) does not represent the actual gradient and is overestimated. Additional structural information coupled with geothermometry <italic>(sensu</italic> <xref ref-type="bibr" rid="B22">Ferguson et al., 2009</xref>) is needed to prove or rule out this scenario. Similar water chemistry of Upper Cretaceous aquifers across the basin argues against challenges to the mixing of their waters with deeper sourced brines, the evidence of thermal springs along the fault line (<xref ref-type="fig" rid="F1">Figure 1</xref>) suggests that the Shonzhy fault(s) might be at least locally open to the surface. Importantly, the localized nature of Shonzhy&#x2013;Dobyn anomaly suggests the potential presence of more, still undiscovered anomalies in the basin. <xref ref-type="sec" rid="s5-1">Section 5.1</xref> provides a detailed review and supporting evidence for intra-basinal strike-slip tectonic setting including the formation of a transtentional pull-apart basin and associated crustal thinning, faults, and fractures.</p>
</sec>
</sec>
<sec id="s4-2">
<title>4.2 Hydrogeochemistry and stable water isotopes</title>
<p>Chemical and stable water isotope analyses (n&#x3d;18) include samples from shallow groundwater (n&#x3d;5), a natural spring (n&#x3d;1), an artesian well (n&#x3d;1), surface water (n&#x3d;1), geothermal wells (with depth down to 650&#xa0;m, n&#x3d;5), and deep geothermal wells (with the depth of about 2800&#x2013;3000&#xa0;m, n&#x3d;5) (<xref ref-type="fig" rid="F6">Figures 6</xref>&#x2013;<xref ref-type="fig" rid="F8">8</xref> and <xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref>; see also <xref ref-type="sec" rid="s12">Supplementary Table S2</xref> for the trace elements concentrations). All waters collected from deep and shallow geothermal wells (<xref ref-type="table" rid="T3">Table 3</xref>) sample the Upper Cretaceous aquifer only, while samples from groundwater wells and Willow Tree spring (AE-3) are from undefined shallower Cenozoic strata.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Piper diagram showing measured anion-cation ratios in samples collected from geothermal wells (<xref ref-type="table" rid="T3">Tables 3</xref> and <xref ref-type="table" rid="T4">4</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>). Note: The data is limited to only seven samples out of 18, due to missing HCO<sub>3</sub> and/or below detection limit of Mg data in remaining samples.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g006.tif"/>
</fig>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The results of chemical and stable water isotope analyses.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Sample ID</th>
<th rowspan="2" align="left">&#x3b4;<sup>18</sup>O, &#x2030;</th>
<th rowspan="2" align="left">&#x3b4;<sup>2</sup>H, &#x2030;</th>
<th rowspan="2" align="left">d-excess, &#x2030;</th>
<th rowspan="2" align="left">pH</th>
<th rowspan="2" align="left">EC, &#xb5;S/cm</th>
<th rowspan="2" align="left">TDS, mg/L</th>
<th rowspan="2" align="left">&#x2211;ions, mg/L</th>
<th align="center">Ca</th>
<th align="center">Mg</th>
<th align="center">Na</th>
<th align="center">K</th>
<th align="center">HCO<sub>3</sub>
</th>
<th align="center">Cl</th>
<th align="center">SO<sub>4</sub>
</th>
<th align="center">NO<sub>3</sub>
</th>
<th align="center">Si</th>
<th align="center">SiO<sub>2</sub>
</th>
</tr>
<tr>
<th colspan="10" align="center">ppm [mg/l]</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">AE-1</td>
<td align="center">-12.91</td>
<td align="center">-90.56</td>
<td align="center">12.74</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">590</td>
<td align="center">325</td>
<td align="center">219</td>
<td align="center">69.3</td>
<td align="center">13.6</td>
<td align="center">43.4</td>
<td align="center">1.2</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">21.5</td>
<td align="center">65.2</td>
<td align="center">4.9</td>
<td align="center">0.5</td>
<td align="center">1.0</td>
</tr>
<tr>
<td align="center">AE-2</td>
<td align="center">-13.81</td>
<td align="center">-99.00</td>
<td align="center">11.50</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">765</td>
<td align="center">421</td>
<td align="center">368</td>
<td align="center">54.0</td>
<td align="center">5.5</td>
<td align="center">99.0</td>
<td align="center">0.9</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">49.3</td>
<td align="center">155.5</td>
<td align="center">3.8</td>
<td align="center">0.0</td>
<td align="center">0.0</td>
</tr>
<tr>
<td align="center">AE-3</td>
<td align="center">-13.04</td>
<td align="center">-91.06</td>
<td align="center">13.22</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">543</td>
<td align="center">299</td>
<td align="center">238</td>
<td align="center">72.7</td>
<td align="center">14.8</td>
<td align="center">38.6</td>
<td align="center">1.4</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">28.2</td>
<td align="center">69.2</td>
<td align="center">13.4</td>
<td align="center">6.1</td>
<td align="center">13.0</td>
</tr>
<tr>
<td align="center">AE-4</td>
<td align="center">-14.03</td>
<td align="center">-105.62</td>
<td align="center">6.58</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">7080</td>
<td align="center">4531</td>
<td align="center">4519</td>
<td align="center">95.4</td>
<td align="center">10.0</td>
<td align="center">1485.0</td>
<td align="center">10.1</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1197.5</td>
<td align="center">1721.2</td>
<td align="center">0.0</td>
<td align="center">5.7</td>
<td align="center">12.2</td>
</tr>
<tr>
<td align="center">KD-1</td>
<td align="center">-13.86</td>
<td align="center">-102.09</td>
<td align="center">8.83</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1107</td>
<td align="center">609</td>
<td align="center">532</td>
<td align="center">85.9</td>
<td align="center">21.4</td>
<td align="center">124.0</td>
<td align="center">4.2</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">77.9</td>
<td align="center">216.0</td>
<td align="center">2.9</td>
<td align="center">5.3</td>
<td align="center">11.3</td>
</tr>
<tr>
<td align="center">KD-2</td>
<td align="center">-14.44</td>
<td align="center">-104.85</td>
<td align="center">10.66</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1532</td>
<td align="center">843</td>
<td align="center">710</td>
<td align="center">15.7</td>
<td align="center">1.7</td>
<td align="center">300.9</td>
<td align="center">4.0</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">208.9</td>
<td align="center">177.5</td>
<td align="center">1.1</td>
<td align="center">9.8</td>
<td align="center">20.9</td>
</tr>
<tr>
<td align="center">KD-3</td>
<td align="center">-12.49</td>
<td align="center">-86.45</td>
<td align="center">13.49</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">623</td>
<td align="center">343</td>
<td align="center">270</td>
<td align="center">67.8</td>
<td align="center">11.7</td>
<td align="center">56.1</td>
<td align="center">1.3</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">10.8</td>
<td align="center">115.1</td>
<td align="center">6.7</td>
<td align="center">5.1</td>
<td align="center">10.8</td>
</tr>
<tr>
<td align="center">KD-4</td>
<td align="center">-14.09</td>
<td align="center">-100.87</td>
<td align="center">11.84</td>
<td align="center">7.2</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1503</td>
<td align="center">70.0</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">365.1</td>
<td align="center">9.7</td>
<td align="center">573.4</td>
<td align="center">252.9</td>
<td align="center">228.6</td>
<td align="center">3.2</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">KD-5</td>
<td align="center">-13.5</td>
<td align="center">-102.4</td>
<td align="center">5.60</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">719</td>
<td align="center">73.2</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">71.9</td>
<td align="center">3.1</td>
<td align="center">463.6</td>
<td align="center">28.8</td>
<td align="center">76.2</td>
<td align="center">2.6</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">KD-6</td>
<td align="center">-14.07</td>
<td align="center">-98.44</td>
<td align="center">14.15</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">572</td>
<td align="center">315</td>
<td align="center">238</td>
<td align="center">10.1</td>
<td align="center">1.0</td>
<td align="center">113.7</td>
<td align="center">1.3</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">52.7</td>
<td align="center">56.5</td>
<td align="center">2.2</td>
<td align="center">8.2</td>
<td align="center">17.4</td>
</tr>
<tr>
<td align="center">KD-7</td>
<td align="center">-13.3</td>
<td align="center">-100.6</td>
<td align="center">5.80</td>
<td align="center">7.55</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">888</td>
<td align="center">75.1</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">125.1</td>
<td align="center">3.9</td>
<td align="center">475.8</td>
<td align="center">111.8</td>
<td align="center">94.9</td>
<td align="center">1.1</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">KD-8</td>
<td align="center">-13.50</td>
<td align="center">-94.49</td>
<td align="center">13.55</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">873</td>
<td align="center">480</td>
<td align="center">404</td>
<td align="center">47.6</td>
<td align="center">7.5</td>
<td align="center">129.4</td>
<td align="center">2.0</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">66.3</td>
<td align="center">147.4</td>
<td align="center">4.2</td>
<td align="center">6.4</td>
<td align="center">13.8</td>
</tr>
<tr>
<td align="center">KD-9</td>
<td align="center">-11.93</td>
<td align="center">-82.96</td>
<td align="center">12.47</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">545</td>
<td align="center">300</td>
<td align="center">185</td>
<td align="center">67.0</td>
<td align="center">14.5</td>
<td align="center">30.5</td>
<td align="center">2.5</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">9.2</td>
<td align="center">56.0</td>
<td align="center">5.7</td>
<td align="center">5.2</td>
<td align="center">11.2</td>
</tr>
<tr>
<td align="center">PI-1</td>
<td align="center">-14.3</td>
<td align="center">-108.7</td>
<td align="center">5.70</td>
<td align="center">8.19</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1165</td>
<td align="center">27.8</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">269.3</td>
<td align="center">7.0</td>
<td align="center">622.2</td>
<td align="center">140.7</td>
<td align="center">92.6</td>
<td align="center">5.4</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">PI-2</td>
<td align="center">-13.8</td>
<td align="center">-107.6</td>
<td align="center">2.80</td>
<td align="center">8.12</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1190</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">387.7</td>
<td align="center">6.2</td>
<td align="center">402.6</td>
<td align="center">288.6</td>
<td align="center">102.6</td>
<td align="center">2.5</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">PI-3</td>
<td align="center">-13</td>
<td align="center">-103.8</td>
<td align="center">0.20</td>
<td align="center">8.56</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">1006</td>
<td align="center">32.2</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">177.4</td>
<td align="center">11.1</td>
<td align="center">646.6</td>
<td align="center">50.1</td>
<td align="center">83.6</td>
<td align="center">5.4</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">PI-4</td>
<td align="center">-14.6</td>
<td align="center">-110.7</td>
<td align="center">6.10</td>
<td align="center">8.15</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">835<xref ref-type="table-fn" rid="Tfn4">
<sup>c</sup>
</xref>
</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">bdl<xref ref-type="table-fn" rid="Tfn3">
<sup>b</sup>
</xref>
</td>
<td align="center">159.5</td>
<td align="center">4.5</td>
<td align="center">549</td>
<td align="center">43.3</td>
<td align="center">73.9</td>
<td align="center">4.5</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">PI-5</td>
<td align="center">-14.46</td>
<td align="center">-104.21</td>
<td align="center">11.48</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">640</td>
<td align="center">352</td>
<td align="center">256<xref ref-type="table-fn" rid="Tfn4">
<sup>c</sup>
</xref>
</td>
<td align="center">0.4</td>
<td align="center">0.0</td>
<td align="center">146.0</td>
<td align="center">1.7</td>
<td align="center">n/a<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</td>
<td align="center">37.9</td>
<td align="center">65.3</td>
<td align="center">4.9</td>
<td align="center">25.5</td>
<td align="center">54.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>
<sup>a</sup>
</label>
<p>n/a is missing data (some major ions were not measured due to delay in collection and analysis (bicarbonates) and the absent portable meters (pH, TDS) at the time of sampling.</p>
</fn>
<fn id="Tfn3">
<label>
<sup>b</sup>
</label>
<p>bdl is below the detection limit. The detection limit for individual major ions and silica is 0.1&#xa0;mg/L. The trace elements detection limit is 10&#xa0;&#x3bc;g/L.</p>
</fn>
<fn id="Tfn4">
<label>
<sup>c</sup>
</label>
<p>A large difference between the samples of similar origin (PI-4, and PI-5) is due to missing measurement similar to &#x2a;.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s4-2-1">
<title>4.2.1 Hydrogeochemistry</title>
<sec id="s4-2-1-1">
<title>4.2.1.1 Results</title>
<p>The sum of major ions ranges from 185 to 4519&#xa0;mg/L (average 847&#xa0;mg/L) showing an overall low dissolved solids content (generally &#x3c;1&#xa0;g/L, <xref ref-type="table" rid="T4">Table 4</xref>). The highest TDS value (4531&#xa0;mg/L) was measured in the warm geothermal well in Altyn Emel Park (AE-4, <xref ref-type="table" rid="T4">Table 4</xref>). Chemical analysis shows formation waters from deep geothermal wells (PI-1, PI-3, PI-4) predominantly belong to Na-HCO<sub>3</sub> type and water from shallow geothermal wells (KD-5 and KD-7) primarily belong to Ca-Na-HCO<sub>3</sub> type. A shallow (KD-4) and a deep (PI-2; well 1-RT) sample are characterized by Na-Cl type water (<xref ref-type="fig" rid="F6">Figure 6</xref>; <xref ref-type="table" rid="T2">Table 2</xref>), with sum of ions of 1.5 and 1.2&#xa0;g/L, respectively. Overall, the order of dominance (for absolute concentrations) for all samples for anions is HCO<sub>3</sub> &#x3e; Cl &#x2265;SO<sub>4</sub>, and for cations is Na &#x3e; Ca &#x3e;&#x3e; Mg &#x3e;&#x3e; K (<xref ref-type="table" rid="T4">Table 4</xref>). SiO<sub>2</sub> concentrations range from 1 to 54.6&#xa0;mg/L (<xref ref-type="table" rid="T4">Table 4</xref>) and are the highest in the deep geothermal well (sample PI-5; well 1-TP), which is also characterized by low salinity (circa 300&#xa0;mg/L without HCO<sub>3</sub>). Sample PI-4 (well 1-TP) was sourced from the same depth interval (2830&#xa0;m) 1&#xa0;year apart, and has TDS of about 800&#xa0;mg/L. PI-4 has a similar major ion speciation as PI-5 (<xref ref-type="table" rid="T4">Table 4</xref>), but silica was not measured in this sample.</p>
</sec>
<sec id="s4-2-1-2">
<title>4.2.1.2 Interpretation</title>
<p>The mixing diagrams of Na-normalized ratios of dissolved Ca, Mg, and HCO<sub>3</sub> (<xref ref-type="fig" rid="F7">Figure 7</xref>) show evidence of water-rock interaction. The natural spring (AE-3), the stream water (KD-9), several shallow groundwater wells (AE-1, KD-1, KD-3), and shallow geothermal wells (KD-5, KD-7) are characterized by Ca/Na ratios ranging from 0.69 to 1.83, pointing to silicates as the main source of dissolved ions in waters with salinity &#x3c;1&#xa0;g/L (<xref ref-type="fig" rid="F7">Figure 7</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). In contrast, two shallow groundwater wells (AE-2, KD-8), a shallow geothermal (KD-4) and a deep geothermal well 5539 (sample PI-1) have Ca/Na ratios ranging from 0.12 to 0.63 (<xref ref-type="fig" rid="F7">Figure 7</xref>), which is close to the evaporate end member. Depleted Ca, Mg, and HCO<sub>3</sub> relative to Na (<xref ref-type="fig" rid="F7">Figure 7</xref>) in samples KD-4 and PI-2 (well 1-RT) are indicative of chemistry influenced by evaporite dissolution. This is corroborated by very low Mg content (&#x3c;10&#xa0;mg/L) in all analyzed shallow and deep geothermal wells (<xref ref-type="table" rid="T4">Table 4</xref>) compared to groundwater samples which consistently contain &#x3e;10&#xa0;mg/L of Mg. These magnesium ranges suggest that shallow groundwaters (AE-2, KD-8) are likely affected by evapo-concentration sourced from the surface, while deeper geothermal wells (KD-4, PI-1) derive salts most likely from the dissolution of secondary evaporites buried in the overlaying Cenozoic formations of Zharkent depression (<italic>sensu</italic> <xref ref-type="bibr" rid="B31">Hellwig et al., 2017</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Mixing diagrams of Na-normalized log-scaled molar ratios <bold>(A)</bold> Ca/Na versus Mg/Na for stream water, a spring, and shallow GW wells, <bold>(B)</bold> Ca/Na versus HCO<sub>3</sub>/Na for sampled deep and shallow geothermal wells (Upper Cretaceous Aquifer). The color code for deep and shallow geothermal as well as shallow groundwater samples is the same as in <xref ref-type="fig" rid="F8">Figure 8</xref>. The end members of carbonates, silicate and evaporate are from <xref ref-type="bibr" rid="B27">Gaillardet et al. (1999)</xref>. The values are in mmol/L. The diagrams are limited to the samples with a full suite of measured available anions and cations (ratios).</p>
</caption>
<graphic xlink:href="feart-11-1212064-g007.tif"/>
</fig>
<p>The main dissolved silicate mineral is probably sodium feldspar (albite, NaAlSi<sub>3</sub>O<sub>8</sub>), which is present both in the mountain block (rhyolites) and rock fragments included in sandstone of the Upper Cretaceous aquifer (unpublished BSc report, <xref ref-type="bibr" rid="B78">Umralin, 2022</xref>). The anomalously high concentration of silica in a deep well (sample PI-5/well 1-TP) strongly suggests interdependence of burial temperatures and enhanced silica dissolution in the deep subsurface.</p>
<p>Two geothermal wells (AE-4, PI-5) and a warm artesian well (KD-6; <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>) have elevated (exceeding World Health Organization (WHO) threshold of 10&#xa0;&#x3bc;g/L) concentrations of arsenic (As), with the highest recorded level of almost 60&#xa0;&#x3bc;g/L (well TP-1, sample PI-5; <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>). Three shallow groundwater wells (AE-2, KD-1, KD-3), the stream water (KD-9), and a deep geothermal well sample have Pb concentrations over 10&#xa0;&#x3bc;g/L (WHO threshold). Further interpretation of these findings within the drinking water standards is beyond the scope of this study; however, these should be carefully considered in future studies and are therefore included informationally in the <xref ref-type="sec" rid="s12">Supplemental Material</xref> (<xref ref-type="sec" rid="s12">Supplementary Table S2</xref>).</p>
</sec>
</sec>
<sec id="s4-2-2">
<title>4.2.2 Stable water isotopes</title>
<sec id="s4-2-2-1">
<title>4.2.2.1 Results</title>
<p>The mean values of stable water isotopes of all samples are -99.9&#x2030; &#xb1; 7.61&#x2030; for &#x3b4;<sup>2</sup>H and -13.7&#x2030; &#xb1; 0.76&#x2030; for &#x3b4;<sup>18</sup>O (<xref ref-type="fig" rid="F8">Figure 8</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). The mean <italic>d-excess</italic> is 9.52&#x2030; &#xb1; 4.21&#x2030;, which is close to that of global precipitation (10&#x2030;) and almost identical to the reported intercept of the Local Meteoric Water Line (LMWL of 9.4&#x2030;; <xref ref-type="fig" rid="F8">Figure 8</xref>). The deep geothermal wells (n&#x3d;6) have lower isotope values of -106.56&#x2030; &#xb1; 2.85&#x2030; &#x3b4;<sup>2</sup>H and 14.17&#x2030; &#xb1; 0.67&#x2030; for &#x3b4;<sup>18</sup>O compared to the other water sources (<xref ref-type="fig" rid="F8">Figure 8</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). The isotope composition of shallower geothermal water (n&#x3d;5) is -102.87&#x2030; &#xb1; 2.28&#x2030; for &#x3b4;<sup>2</sup>H and -13.87&#x2030; &#xb1; 0.46&#x2030; for &#x3b4;<sup>18</sup>O. The surface water sample has values of &#x3b4;<sup>2</sup>H &#x3d; -82.96&#x2030;, &#x3b4;<sup>18</sup>O &#x3d; -11.94&#x2030; (<xref ref-type="fig" rid="F8">Figure 8</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). The shallow groundwater samples (n&#x3d;6) are slightly more enriched than geothermal water samples for &#x3b4;<sup>2</sup>H (-94.52&#x2030; &#xb1; 6.29&#x2030;) and for &#x3b4;<sup>18</sup>O (-13.32&#x2030; &#xb1; 0.6&#x2030;), and are characterized by a higher variability for deuterium (<xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The cross plot of oxygen-hydrogen stable isotope results (in &#x2030; VSMOW) of all water samples collected in the Zharkent Basin (shallow groundwater wells, geothermal wells, natural spring, artesian well, streamwater; <xref ref-type="table" rid="T3">Table 3</xref>). The Global Meteoric Water Line (GMWL, black line) from <xref ref-type="bibr" rid="B75">Craig (1961)</xref> was chosen over the more recent one by <xref ref-type="bibr" rid="B61">Rozanski et al. (1993)</xref> as it is more general and less linked to specific locations of the world. The Local Meteoric Water Line (LMWL; dashed black line) for Central Asia &#x3b4;<sup>2</sup>H &#x3d; 7.6&#x3b4;<sup>18</sup>O&#x2b;9.4 is based on <xref ref-type="bibr" rid="B62">Saidaliyeva et al. (2021)</xref>. The cold season (blue point, 140.25&#x2030; for &#x3b4;<sup>2</sup>H and 19.6&#x2030; for &#x3b4;<sup>18</sup>O) and warm season (red point, 47.2&#x2030; for &#x3b4;<sup>2</sup>H and 7.2&#x2030; for &#x3b4;<sup>18</sup>O) are based on data from <xref ref-type="bibr" rid="B9">Bowen et al. (2005)</xref>, see <xref ref-type="sec" rid="s3-2">section 3.2</xref>.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g008.tif"/>
</fig>
</sec>
<sec id="s4-2-2-2">
<title>4.2.2.2 Interpretation</title>
<p>The predominance of negative water stable isotope data (<xref ref-type="fig" rid="F8">Figure 8</xref>) indicates that the geothermal water is largely a mixture of mountain snow and/or glacial ice melt (based on precipitation data from <xref ref-type="bibr" rid="B62">Saidaliyeva et al., 2021</xref>; <xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
</sec>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>5 Discussion</title>
<sec id="s5-1">
<title>5.1 Source of heat</title>
<sec id="s5-1-1">
<title>5.1.1 The origin of geothermal waters in zharkent basin&#x2013;a critical review</title>
<p>The data presented in this study challenge and improve prior interpretations for the origin of geothermal gradients and waters in the Zharkent basin because of added observations, some of which include:<list list-type="simple">
<list-item>
<p>i) Historically, the occurrence of geothermal waters in the Zharkent Basin are interpreted to be associated with the basin-scale increased geothermal gradients (<xref ref-type="bibr" rid="B7">Boguslavsky et al., 1999</xref>; <xref ref-type="bibr" rid="B37">J&#xf3;hannesson et al., 2019</xref>) and/or upflow along interconnected fault systems (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>). However, the source of heat and the plate-tectonic drivers of basin growth, faults, and fluid flow patterns remain speculative.</p>
</list-item>
<list-item>
<p>ii) The distribution of geothermal gradients is believed to be symmetric and highly predictable across the basin (i.e. curvi-linear isotherms; <xref ref-type="fig" rid="F3">Figure 3</xref>) with the highest temperatures in the central part of the basin (<xref ref-type="fig" rid="F3">Figure 3</xref>). The literature does not provide explanations.</p>
</list-item>
<list-item>
<p>iii) The actual surface evidence of faults within the basin is very limited as they appear blind, and are most likely covered by Quaternary sediments (<xref ref-type="fig" rid="F2">Figure 2</xref>). The presence of currently mapped faults is mostly inferred from subsurface data to explain abrupt changes in depths of stratigraphic units and/or stratigraphic thicknesses between sparsely drilled well locations (<xref ref-type="fig" rid="F3">Figure 3</xref>). Furthermore, all faults are graphically presented as normal faults inferring extensional setting, but neither modern plate tectonic terminology nor integration with recent structural studies in basin bounding ranges and ridges (<xref ref-type="bibr" rid="B39">Jolivet et al., 2010</xref>; <xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>; <xref ref-type="bibr" rid="B36">Jia et al., 2020</xref>) was integrated into this interpretation.</p>
</list-item>
<list-item>
<p>iv) Vertical fluid flow (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>) is interpreted based on the linear occurrence of natural thermal springs close to and parallel to the interpreted Shonzhy fault (<xref ref-type="fig" rid="F1">Figure 1</xref>), and the linear shape of closely spaced geothermal wells along the main highway, which uncoinsidentaly runs parallel to the fault as well (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
</list-item>
</list>
</p>
<p>Below we provide and discuss alternative interpretations for the source of heat and water in the context of presented results, recent literature, and modern tectonic principles.</p>
</sec>
<sec id="s5-1-2">
<title>5.1.2 Refined basin tectonics, accommodation space, and crustal thinning</title>
<p>Recent interpretations of the tectonic history of south-eastern Kazakhstan suggest that the area is in a structural domain dominated by compression and right-lateral shear which is still active today (<xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>). These processes result in simultaneous mountain building South and North of the Yili basin (eastern extension of the Ily basin in China, <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>), and the formation of basinal accommodation for sediments between mountain chains. The post- Late Cretaceous depositional tectonic history summarized below suggests that accommodation for sediments is by basin subsidence, most likely provided by transtentional forces (&#x201c;Cenozoic phase of east&#x2013;west extension&#x201d;; Kober et al., 2013) and formation of a localized pull-apart basin.</p>
<p>Prior thermochronology and tectonostratigraphic studies indicate five stages of Late Cretaceous and Cenozoic tectonic activity in the Ily Basin area (<xref ref-type="bibr" rid="B29">Han et al., 2004</xref>; <xref ref-type="bibr" rid="B10">Burtman, 2012</xref>; <xref ref-type="bibr" rid="B36">Jia et al., 2020</xref>) that significantly shaped the basin. These serve as a foundation for additional interpretations and include:<list list-type="simple">
<list-item>
<p>i) Late Cretaceous-early Paleocene: rapid and localized uplift of the Narat and Borohoro ranges, i.e. the Chinese extensions of the Ketmen Ridge and Dzhungarian Alatau, respectively. Compressional movements reactivated preexisting basin-bounding, south-dipping thrust faults, and were driven by far-field deformation of the Central Asian lithosphere (<xref ref-type="bibr" rid="B39">Jolivet et al., 2010</xref>; <xref ref-type="bibr" rid="B36">Jia et al., 2020</xref>).</p>
</list-item>
<list-item>
<p>ii) Late Eocene-Oligocene: the northern part of the Zharkent Basin started to uplift due to E-W low magnitude extension and N-S shortening (<xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>), which initiated subsidence of a basinal depocenter south of the Pendzhim arch within coordinates 44&#xb0;&#x2013;44&#xb0;15&#x2032; N and 80&#xb0;&#x2013;80&#xb0;15&#x2032; E (<xref ref-type="bibr" rid="B30">Hellwig et al., 2018</xref>).</p>
</list-item>
<list-item>
<p>iii) Miocene: the main north and south Paleozoic strike-slip (Altyn-Emel, Southern Dzhungarian) and mega-flower-structure-related thrust (Ketmen, Shonzhy) faults (<xref ref-type="fig" rid="F9">Figure 9</xref>), which define the natural boundaries of the Zharkent depression, reactivated and led to the further deepening of the basin (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>).</p>
</list-item>
<list-item>
<p>iv) Late Pliocene - early Pleistocene: the highest tectonic activity including extensive N-S shortening, which led to a significant uplift in the E-W thrust faults (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>).</p>
</list-item>
<list-item>
<p>v) Middle Pleistocene to present: characterized by a continued N-S-directed shortening trend, but at a slower pace compared to the early Pleistocene (<xref ref-type="bibr" rid="B29">Han et al., 2004</xref>).</p>
</list-item>
</list>
</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Location of main regional faults juxtaposed on the gravity map. The gravity map is modified from the Gravimetric map of the <xref ref-type="bibr" rid="B77">Stepanov and Yanushevich 1971</xref>. Map of tectonic faults is modified from (<xref ref-type="bibr" rid="B11">Campbell et al., 2013</xref>), <xref ref-type="bibr" rid="B52">Mackenzie et al. (2018)</xref>, <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al. (2019)</xref>, and <xref ref-type="bibr" rid="B71">Wu et al. (2021)</xref>. Note: Altyn-Emel and Chilik-Chon-Kemin faults are Paleozoic age strike-slip faults.</p>
</caption>
<graphic xlink:href="feart-11-1212064-g009.tif"/>
</fig>
<p>The North Tian Shan orogen trends toward pure-shear crustal shortening, which is absorbed by N-S thrust faults and N-W and N-E sinistral and dextral strike-slip faults (<xref ref-type="bibr" rid="B71">Wu et al., 2021</xref>). Moreover, the Zharkent Basin is simultaneously subject to overall N-S shortening and E-W extension (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>). Ongoing shear strain is expressed by numerous examples of surface expressions including dextral (<xref ref-type="fig" rid="F1">Figure 1</xref> in <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>) and sinistral movements (<xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref>, <xref ref-type="fig" rid="F9">9C</xref> in <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>) as well as up to 500&#xa0;m long, sinistral offset of streams observed on satellite images along the northern flanks of Ketmen Ridge (<xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>), between Nazgur Cavern (43&#xb0;28&#x2032;54.0&#x2033; N and 80&#xb0;15&#x2032;89.0&#x2033; E) and Sukam Village (43&#xb0;29&#x2032;12.10&#x2033; N and 80&#xb0;10&#x2032;48.52&#x2033; E) and elsewhere on the flanks of the basin. Intensive shearing observed in basin bounding ranges and ridges extends into neighboring intermontane basins in the North Tien Shan (e.g. E-W elongated depressions in Kyrgyzstan and China; <xref ref-type="fig" rid="F1">Figure 1</xref>), that are defined by E-W-striking flower structures and associated thrust faults trending parallel to the mountain fronts (<xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; <xref ref-type="bibr" rid="B13">Cording et al., 2014</xref>; <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>).</p>
<p>Simple-shear &#x2018;bookshelf&#x2019; faulting expresses in the area between the Junggar Basin and the Kazakh Platform, within the area of geothermal interest. The clockwise rotation of the Tarim Basin relative to the stable Kazakh Plate caused a regional N-S shortening that decreases from west to east (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>). This is reflected by the left-lateral slip rate from 6.2 &#xb1; 1.8&#xa0;mm/yr range in the Ili Basin to no more than 2.0&#xa0;mm/yr in the Southern Dzhungarian Alatau fault (<xref ref-type="bibr" rid="B74">Yu et al., 2021</xref>).</p>
<p>We note that although thrust faults have locally formed minor (&#x3c;1&#xa0;km wide) micro-foreland basins (e.g. Charyn Canyon; <xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; their <xref ref-type="fig" rid="F11">Figure 11</xref>), the geological maps (<xref ref-type="fig" rid="F2">Figure 2</xref>), cross-sections (<xref ref-type="fig" rid="F3">Figure 3</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>), gravimetry survey (Gravimetric map of the USSR, 1971), and our field observations show a larger superimposed trend for all exposed sedimentary strata dipping towards the basin center. This implies that flower structure thrust faults illustrated by <xref ref-type="bibr" rid="B39">Jolivet et al. (2010)</xref> and <xref ref-type="bibr" rid="B36">Jia et al. (2020)</xref> are at most secondary elements in generating the accommodation for an up to 3&#xa0;km thick Cenozoic sediment pile accumulated between opposing Dzhungarian Alatau and Ketmen ridge thrusts (<xref ref-type="fig" rid="F11">Figures 1&#x2013;3, 11</xref>). Additionally, the basin is progressively deepening towards its center, which contradicts the generation of a foreland basin by peripheral thrust loading, whereby a wedge-shaped basin geometry is expected with the thickest sediments near basin-marginal thrust loads (<xref ref-type="fig" rid="F3">Figure 3</xref>). The intracratonic sag basin (<xref ref-type="bibr" rid="B50">Lucas et al., 1997</xref>) implies no genetic relationship with high basin bounding mountain (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>) which seems very unlikely. Thus, the co-occurrence of a major depocenter in the basin center between the bounding mountain belts (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>), but still far away from the influence of flanking flower structures, requires an alternative interpretation that favors common cause, but not cause and effect between these two structural trends.</p>
<p>The main strike-slip, thrust, and other undifferentiated faults overlain on a gravity map (<xref ref-type="fig" rid="F9">Figure 9</xref>) show a correlation of trends. The NE-oriented gravity anomaly isolines align with the orientation of the strike-slip faults, implying that the faults play a role in the formation of the transtensional Zharkent Basin, which provided accommodation space for sediments. Crustal thinning can be inferred from large negative gravity anomalies (<xref ref-type="fig" rid="F9">Figure 9</xref>), induced by the attenuation of cooler dense crust and the introduction of a hotter mantle near the surface that heated the plate and the sedimentary cover. Negative anomalies are consistent with the advent of transtensional structural trends observed and inferred within the basin. The major strike-slip faults and associated mega-flower structures are traced on the surface along the edges of Zharkent Basin (<xref ref-type="fig" rid="F9">Figure 9</xref>; <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>). However, most likely, there is a significant number of local strike-slip and associated en-echelon faults of Cenozoic age, which are covered by Quaternary deposits (<xref ref-type="fig" rid="F2">Figure 2</xref>) and are typically difficult to localize in the subsurface (<xref ref-type="bibr" rid="B60">Muraoka et al., 2010</xref>).</p>
<p>We propose that the Zharkent Basin is regionally a transtensional pull-apart basin filled by up to 3&#xa0;km of sediments (<xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F9">9</xref>) This is consistent with substantial evidence of shallower basement and transpressional movements in Ily Basin bounding ranges that took place throughout the Cenozoic (<xref ref-type="bibr" rid="B44">Kober et al., 2013</xref>; <xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>) as additional components of this regional shearing trend. We further suggest that the proposed tectonic attenuation has significantly contributed to basin-scale crustal thinning, which in return has caused elevated geothermal gradients of up to 55.4&#xb0;C/km (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>). The variations in temperature gradients (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>) suggests that crustal thinning is uneven across the basin. This phenomena is typical for pull-apart basins, such as the Salton Sea where higher temperatures were attributed to superimposed subregions of extensional to transtensional strain (<xref ref-type="bibr" rid="B20">Faulds and Hinz, 2015</xref>). These authors highlighted that grabens and step overs or relay ramps, typical of larger extensional and transtensional systems, are the most favorable intrabasinal areas for locally increased heat. Local heat anomalies like those observed in the Zharkent Basin are thus expected in regional transtensional systems.</p>
<p>Considering the sparsity of well data and the absence of seismic data, a constraint of discrete tectonic elements within the Zharkent Basin is challenging. However, the proposed pull-apart model is consistent with available structural, stratigraphic, and geophysical observations, and offers a conceptual model for assessing intrabasinal grabens and relay ramps as targets for elevated heat flow. The pull-apart interpretation offers a platform for revisiting interpretations of previously mapped faults (<xref ref-type="fig" rid="F3">Figure 3</xref>). The evidence of Shonzhy-Dobyn temperature anomaly characterized by a geothermal gradient as high as 55&#xb0;C/km (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>), and the argument that it is most likely one of perhaps many intrabasinal grabens (<italic>sensu</italic> <xref ref-type="bibr" rid="B3">Alexeiev et al., 2009</xref>); <xref ref-type="sec" rid="s4-1">Section 4.1</xref>), suggests the potential for more similar thermal anomalies in the basin which have not been drilled yet. Finding such anomalies in areas where the Upper Cretaceous sandstone is buried deeper (in the Shonzhy-Dobyn area it is &#x223c;50&#xb0;C at a depth of only 600&#x2013;700&#xa0;m) and potentially reaching temperatures of &#x3e;120&#xb0;C would mean the discovery of a geothermal play suitable for direct electricity production (<xref ref-type="bibr" rid="B48">Lee, 2001</xref>; <xref ref-type="bibr" rid="B16">Dickson and Fanelli, 2003</xref>).</p>
</sec>
</sec>
<sec id="s5-2">
<title>5.2 Basin recharge and water-rock interactions</title>
<sec id="s5-2-1">
<title>5.2.1 The upper cretaceous aquifer</title>
<p>Prior workers argue that Upper Cretaceous aquifers in the Zharkent basin are charged by meteoric water sourced from the Ketmen Ridge and Dzhungarian Alatau Mountain (<xref ref-type="fig" rid="F1">Figure 1</xref>) drainage system (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>) and partially via deep groundwater flow through fractured rocks (<xref ref-type="bibr" rid="B43">Kim et al., 1971</xref>). These processes are known as mountain-front recharge (MFR) and mountain-block recharge (MBR), respectively. These interpretations (<xref ref-type="bibr" rid="B43">Kim et al., 1971</xref>; <xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>; <xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>) are based on basin configuration (e.g. enclosed basin) and analogous hydrogeological systems. We use new evidence from hydrogeochemistry and water isotopes to test these proposed recharge mechanisms.</p>
<p>The geothermal waters produced from the Upper Cretaceous aquifer in the Zharkent Basin are characterized by extremely low salinities ranging from about 0.3 to 0.8&#xa0;g/L (<xref ref-type="table" rid="T4">Table 4</xref>) when compared to the more saline waters more typically observed at their production depths (<xref ref-type="bibr" rid="B55">Mcintosh, 2021</xref>) and standards for using it for agriculture and geothermal productions (<xref ref-type="bibr" rid="B73">Yapiyev et al., 2021</xref>). Results from a single shallow geothermal well (AE-4) indicates slightly brackish water (&#x223c;4.5&#xa0;g/L), perhaps because of the localized influence of saline surface processes on water chemistry. The very low TDS values and the presence of Si, HCO<sub>3,</sub> and Na ions (<xref ref-type="table" rid="T4">Table 4</xref>) indicate that rock-water interactions are dominated by the dissolution of silicate-rich rocks such as rhyolites and feldspars which are abundant in Paleozoic rocks and derived Mesozoic fragments in the Zharkent Basin (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). The source of Na and Si is commonly attributed to sodium feldspar and/or rhyolite hydrolysis by hydrogen ions donated by bicarbonate dissociation (<xref ref-type="bibr" rid="B63">Sharp and Tranter, 2017</xref>; <xref ref-type="bibr" rid="B1">Absametov et al., 2023</xref>). Such silicate dissolution is also documented elsewhere in hydrothermal systems (<xref ref-type="bibr" rid="B64">Shoedarto et al., 2022</xref>; <xref ref-type="bibr" rid="B72">Xing et al., 2022</xref>). <xref ref-type="bibr" rid="B64">Shoedarto et al. (2022)</xref> showed silicate weathering dominates water-rock interaction in hot springs in Southern Bandung, West Java, Indonesia. Chemical dissolution of silicate rocks is positively correlated with temperature (<xref ref-type="bibr" rid="B27">Gaillardet et al., 1999</xref>) and is usually low in cold climate regions (<xref ref-type="bibr" rid="B5">Anderson, 2007</xref>) compared to higher dissolution in the deep subsurface (<xref ref-type="bibr" rid="B42">Kharaka and Hanor, 2003</xref>). The high Si content, high temperature, low salinity, and predominantly quartz lithology of the Upper Cretaceous aquifer (<xref ref-type="bibr" rid="B78">Umralin, 2022</xref>; unpublished BSc report) suggests that the solutes in water are likely derived from silicate dissolution in deeper strata. While mixing diagrams (<xref ref-type="fig" rid="F7">Figure 7</xref>) point to the potential presence of evaporates, their actual quantity is probably minimal as evidenced by low TDS (<xref ref-type="table" rid="T4">Table 4</xref>) and two to three times lower concentrations of Cl compared to Na (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<p>The progressive depletion in heavier isotopes with depth (<xref ref-type="fig" rid="F8">Figure 8</xref>) suggests that the primary source of water in the Upper Cretaceous aquifers is the cryosphere (snow, glaciers, and permafrost) of the Tien Shan Mountains (<xref ref-type="bibr" rid="B32">Hoelzle et al., 2019</xref>) with snowmelt by far being the largest contributor (<xref ref-type="bibr" rid="B47">Kraaijenbrink et al., 2021</xref>). Snowmelt is the most isotopically depleted known water source (<xref ref-type="bibr" rid="B6">Beria et al., 2018</xref>), which suggests that winter precipitation in the mountains is the primary source for studied Upper Cretaceous geothermal waters (<xref ref-type="fig" rid="F8">Figure 8</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). The median values of &#x3b4;<sup>18</sup>O in winter precipitation (December-January-February) in Central Asia are reported to be around -15 to -21&#x2030; (<xref ref-type="bibr" rid="B62">Saidaliyeva et al., 2021</xref>), similar to that measured here in geothermal wells of around -14&#x2030; (<xref ref-type="fig" rid="F8">Figure 8</xref>). Summer (June-July-August) precipitation values, by contrast, are isotopically much heavier, with median values of around&#x2014;5&#x2030; (<xref ref-type="bibr" rid="B62">Saidaliyeva et al., 2021</xref>). The data from the global dataset of stable water isotopes in precipitation (<xref ref-type="bibr" rid="B9">Bowen et al., 2005</xref>) shows a higher contribution of cold-season precipitation to geothermal groundwater recharge (<xref ref-type="fig" rid="F8">Figure 8</xref>). Recently, <xref ref-type="bibr" rid="B30">Hellwig et al. (2018)</xref> reported &#x3b4;<sup>18</sup>O values of water from springs collected in eastern Ily (Altyn-Emel location) to be in the range of -12.8 to -13.6&#x2030; which is very close to our measurements (e.g. -13.04&#x2030; for AE-3; <xref ref-type="fig" rid="F8">Figure 8</xref>). These isotope values contrast with much more enriched values more typical of rainfall signatures (-8.6 to &#x2013;3.09&#x2030;, Hellwig et al., 2018).</p>
<p>The deviation of the isotopic composition of water in geothermal wells right of the LMWL (<xref ref-type="fig" rid="F8">Figure 8</xref>), also known as the &#x2018;oxygen isotope shift&#x2019; (<xref ref-type="bibr" rid="B42">Kharaka and Hanor, 2003</xref>) is commonly observed in geothermal systems (<xref ref-type="bibr" rid="B45">Kong et al., 2020</xref>; <xref ref-type="bibr" rid="B55">Mcintosh, 2021</xref>). This enrichment of &#x3b4;<sup>18</sup>O is commonly caused by high-temperature exchange of formation-water with silicate minerals. This interpretation is also supported by our water chemistry data presented herein (<xref ref-type="table" rid="T4">Table 4</xref>; <xref ref-type="sec" rid="s5-2-1">Section 5.2.1</xref>).</p>
<p>Water sample KD-9 (<xref ref-type="fig" rid="F8">Figure 8</xref>), collected from a stream draining from the nival zone in Ketmen Ridge (<xref ref-type="fig" rid="F2">Figure 2</xref>), is more isotopically enriched relative to subsurface samples (the springs, the artesian well shallow GW, deep and shallower geothermal wells (<xref ref-type="fig" rid="F8">Figure 8</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). This further demonstrates the larger influence of meltwater recharge with deeper aquifers via deeper flow paths from the mountain block. Recently (<xref ref-type="bibr" rid="B55">Mcintosh, 2021</xref>), used stable water isotopes to show that maximum meteoric water circulation depths vary from 1 to 5&#xa0;km in North America. The deeper circulation is expected to occur in areas of greater topographic relief, like that of the Zharkent area. <xref ref-type="bibr" rid="B35">Jasechko et al. (2017)</xref> suggested that globally water at wells deeper than 250&#xa0;m is mostly (42%&#x2013;85%) &#x2018;fossil&#x2019; groundwater, recharged by precipitation more than &#x223c;12 000&#xa0;years ago. Though, the previous preliminary results of groundwater residence time in the Zharkent basin, based on the absence of tritium detection (<xref ref-type="bibr" rid="B46">Kozhagulova et al., 2022</xref>) should be treated as a potential over-interpretation as the samples were analyzed without prior enrichment. A very low salinity (<xref ref-type="fig" rid="F10">Figure 10</xref>) and isotopically depleted signal in deep geothermal wells (<xref ref-type="fig" rid="F8">Figure 8</xref>), cumulatively points to long-duration deep groundwater flow paths from the mountain cryosphere to the Cretaceous aquifer.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Stiff diagram of major ion composition and vertical salinity profile of the deep geothermal well 1-G (see location in <xref ref-type="fig" rid="F2">Figure 2A</xref>). Input data for the TDS depth profile are from <xref ref-type="bibr" rid="B12">Chakabayev (1960)</xref> and from this study (blue dots). Both data sources confirm the low salinity of Cretaceous aquifer waters as well as presence of major aquitards in the overlying strata. Blue dashed arrow indicates proposed dominant recharge mechanism for non-productive and more saline Miocene and Pliocene horizons. Cretaceous groundwater is most likely charged by mountain-front and/or mountain-block recharge mechanisms (<xref ref-type="fig" rid="F11">Figure 11</xref>).</p>
</caption>
<graphic xlink:href="feart-11-1212064-g010.tif"/>
</fig>
<p>Despite having relatively low variability in salinity across the basin, natural flowrates vary up to 3&#xa0;times, even for the wells that are drilled in close vicinity to each other (e.g. wells 1-RT and 5539 producing 24.5 and 54.5&#xa0;L/s respectively (<xref ref-type="bibr" rid="B58">Mukhamedzhanov, 1989</xref>). This clearly suggests variable reservoir properties controlled by depositional heterogeneity, which are a subject of ongoing research and beyond the scope of this study.</p>
</sec>
<sec id="s5-2-2">
<title>5.2.2 Cenozoic aquifers</title>
<p>Cenozoic aquifer lithologies are characterized by poor permeability (<xref ref-type="fig" rid="F10">Figure 10</xref>) and low flow rates (<xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>), and are not used for geothermal production. However, the integration of their water chemistry (<xref ref-type="bibr" rid="B12">Chakabayev, 1960</xref> and this study) promotes a better understanding of basin recharge.</p>
<p>Vertical salinity variation of Cenozoic formation waters is significant (<xref ref-type="fig" rid="F10">Figure 10</xref>). Water samples taken from Pliocene aquifers have low ion content (around 1&#xa0;g/L), and show an abrupt rise in Miocene aquifers (with TDS values up to 19&#xa0;g/L), implying that underlying sedimentary units would be characterized by even higher salinity. However, this is not the case as water gets less saline in underlying Paleogene aquifers, and becomes virtually fresh in deeper buried Upper Cretaceous aquifers (<xref ref-type="table" rid="T4">Table 4</xref>; <xref ref-type="fig" rid="F10">Figure 10</xref>). These abrupt salinity shifts point to the presence of aquitards between Miocene and Paleogene, and Paleogene and Cretaceous aquifers, respectively (<xref ref-type="fig" rid="F10">Figure 10</xref>). The chemical profile (<xref ref-type="fig" rid="F10">Figure 10</xref>) suggests that dissolved salts (from secondary evaporates such as halite and gypsum) are mostly likely percolating from the modern-day surface (i.e. Ily River floodplains and evaporate ponds) to accumulate at the bottom of the Miocene (depth&#x3d;2068&#xa0;m, Na-SO<sub>4</sub> water type, TDS &#x223c;19&#xa0;g/L; <xref ref-type="fig" rid="F10">Figure 10</xref>). In contrast, the underlying less saline Paleogene formation waters (depths at 2500&#x2013;2700&#xa0;m, Na-SO<sub>4</sub> water type, TDS &#x223c;5.6&#xa0;g/L; <xref ref-type="fig" rid="F10">Figure 10</xref>), and essentially fresh waters in the Cretaceous layers (Na-HCO<sub>3</sub> water type, TDS &#x223c;0.9&#xa0;g/L) implies that both the Paleogene and Cretaceous aquifers are recharged primarily by lateral groundwater flow (<xref ref-type="fig" rid="F11">Figure 11</xref>), and are not in strong connectivity with the overlying more saline layers. Higher salinities in the Paleogene than in the Upper Cretaceous strata suggest a mixing of laterally charged fresh waters and saline waters that over geological time scale have percolated or diffused through the proposed aquitard 1 (<xref ref-type="fig" rid="F10">Figure 10</xref>). The water chemistry of well 1G based on <xref ref-type="bibr" rid="B12">Chakabayev (1960)</xref> is in line with recent data (<xref ref-type="bibr" rid="B40">Kalitov, 2016</xref>; <xref ref-type="table" rid="T1">Table 1</xref>) as well as TDS of the recently acquired water samples presented in this study (<xref ref-type="table" rid="T4">Table 4</xref>; <xref ref-type="fig" rid="F10">Figure 10</xref>). The similarity of Upper Cretaceous waters obtained from well 1G and more recent deep wells including 5539 (PI-1), 1-RT (PI-2), 2-TP (PI-3), 1-TP (PI-4 and PI-5) implies that our interpretation of historical water chemistry data presented above and proposed recharge mechanisms are likely valid across the basin.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Integrated conceptual three-dimensional tectono-stratigraphic, heat, and hydrogeological model of the Zharkent Basin highlighting new evidence relevant to the geothermal system analysis proposed in this study, including: i) crustal thinning caused by recent and/or ongoing regional strike-slip faulting and formation of localized tectonic depression interpreted as a pull-apart basin (the most likely reason for basin-wide increased temperature gradients); Flower structures (steeply dipping thrust faults) on the edges of the basin are produced by transpression while intrabasinal faults are likely produced by transtension, and may include a range of features including an en-echelon network of faults and fractures and associated grabens, horsts, and relay ramps whose presence and geometries cannot be precisely recognized and mapped with available datasets; ii) complex recharge system in the context of stratigraphy and regional structures which includes the interplay of <bold>(A)</bold> gravity driven vertical water infiltration (percolation) from surface (blue wavy dashed arrows), <bold>(B)</bold> water from streams near mountain fronts directly charging porous Cretaceous aquifers (blue dashed arrows), referred as mountain-front recharge (MFR) and <bold>(C)</bold> deep groundwater flow (blue arrows) known as mountain-block recharge (MBR) mechanisms; iii) possible localized heated water upflow along the faults (red arrows). Note 1: geospatial illustration of scenarios proposed to explain geothermal gradient variations across the basin (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>) would require additional surveys and datasets which are currently not available. Note 2: although strike-slip arrows suggest dextral movements numerous pieces of evidence show both sinistral and dextral strike-slip faults (<xref ref-type="bibr" rid="B28">Gr&#xfc;tzner et al., 2019</xref>; <xref ref-type="bibr" rid="B71">Wu et al., 2021</xref>).</p>
</caption>
<graphic xlink:href="feart-11-1212064-g011.tif"/>
</fig>
<p>In summary, Miocene and Pliocene strata are recharged from percolation down from the overlying basin floor, and Cretaceous waters are recharged laterally from winter precipitation in the Tien Shan Mountains. Paleogene strata are likely a mixture of the two.</p>
</sec>
</sec>
<sec id="s5-3">
<title>5.3 Revised conceptual model of the Zharkent Basin</title>
<p>The integration of the tectonic history of the basin coupled with stratigraphy (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>, <xref ref-type="fig" rid="F9">9</xref>) and interpretations based on the studied waters&#x2019; hydrogeochemistry and stable isotope data (<xref ref-type="fig" rid="F10">Figures 6&#x2013;8, 10</xref>) as well as geothermal gradients (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>) allowed for generating an integrated conceptual three-dimensional model of the Zharkent geothermal system highlighting its recharge system in the context of stratigraphy and regional structures (<xref ref-type="fig" rid="F11">Figure 11</xref>).</p>
<p>We propose that the Upper Cretaceous aquifer is recharged primarily by deep groundwater flow in which old cryosphere water is pushed by a high hydrostatic head from the mountains by the process known as mountain-block recharge (MBR) mechanism (<xref ref-type="bibr" rid="B53">Manning and Solomon, 2005</xref>; <xref ref-type="bibr" rid="B54">Markovich et al., 2019</xref>; <xref ref-type="bibr" rid="B66">Somers and McKenzie, 2020</xref>). The MBR is possibly coupled with mountain-front recharge (MFR) with stream water infiltrating through the basin fill in piedmont areas of Ketmen Range and Dzhungarian Alatau (<italic>sensu</italic> <xref ref-type="bibr" rid="B30">Hellwig et al. (2018)</xref> and particularly through sub-cropping and outcropping Upper Cretaceous sandstone strata (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>, <xref ref-type="fig" rid="F11">11</xref>). This MBR component is similar to other intermontane basin aquifers recharged primarily by adjacent mountains (<xref ref-type="bibr" rid="B53">Manning and Solomon, 2005</xref>; <xref ref-type="bibr" rid="B14">Dar et al., 2022</xref>). In contrast, the shallower, Cenozoic groundwater systems are recharged from mountain front and meteoric precipitations. The infiltration velocity of groundwater is very low (<xref ref-type="bibr" rid="B55">Mcintosh, 2021</xref>), but the current study does not reveal the age of the water currently produced, and thus not the recharge rate. Sustainable development likely requires ongoing re-injection of produced water into the producing reservoir, which is not the current practice (<xref ref-type="bibr" rid="B46">Kozhagulova et al., 2022</xref>).</p>
<p>The complex deformation history of the Zharkent Basin during the multiple phases of major strike-slip faulting led to the formation of a regional pull-apart basin and associated localized weakening and thinning of the crust allowing for heat being transferred via conduction. Transtension and crustal thinning related to pull-apart basin development caused rapid subsidence and formed accommodation for a thick sedimentary succession as well contributed to elevated geothermal gradients (<xref ref-type="fig" rid="F11">Figure 11</xref>). Some heated water might have moved towards the surface and/or accumulated in shallower reservoirs along fracture fault systems (e.g. Shonzhy&#x2013;Dobyn anomaly) and therefore heat is transferred through the convection mechanism as well. However, the consistent low salinity argues it is more likely that variable geothermal gradients (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>) are the results of complex distribution of tectonic blocks within the larger pull-apart basin.</p>
</sec>
</sec>
<sec id="s6">
<title>6 Conclusions and future work</title>
<p>The results of this study promote a novel interpretation of the Zharkent (Eastern Ily) basin&#x2019;s tectonic setting and recharge system through a 3D model that integrates stratigraphic, structural, and geochemical data. These findings differ from prior interpretations and are of significant interest for a better understanding of the overall geothermal system. Our model argues for the following conclusions:<list list-type="simple">
<list-item>
<p>1) Highly variable (from &#x223c;25.1&#xb0;C up to &#xb0;54.5&#xa0;C) geothermal gradients are a product of strike-slip faulting which caused the formation of a pull-apart basin characterized by spatially variable crustal thinning. This conclusion is based on the integration of recent tectonic studies and gravimetric mapping as well as consideration of modern plate tectonic principles, along with well control and temperature data. Heat transfer is dominantly, if not exclusively, conductive. However, the localized contribution of convective transfer by water circulation across potentially open faults cannot be excluded.</p>
</list-item>
<list-item>
<p>2) Stable water isotope results from the Upper Cretaceous reservoir point to snow-melt as a predominant groundwater recharge source.</p>
</list-item>
<list-item>
<p>3) While water chemistry results in this study collaborate previous reports suggesting very low TDS [&#x3c;1&#xa0;g/L] in the Upper Cretaceous aquifer, recognition of ions indicative of silica dissolution also argues for lateral recharge by a combination of mountain block recharge (MBR; perhaps via fractured porphyritic rhyolite basement) and mountain-front recharge (MFR) by gravity-driven infiltration of surface water via outcropping reservoirs.</p>
</list-item>
<list-item>
<p>4) Up to 20 times higher salinity in the Paleogene and Neogene formations overlaying the Cretaceous reservoir originates from downward water percolation from the surface, including origin from modern evaporative ponds. The mixing of surface and laterally charged waters with Upper Cretaceous water is prevented by at least two major aquitards.</p>
</list-item>
</list>
</p>
<p>Further steps for testing and refining the proposed model should focus on a better understanding of the local high-temperature anomalies and their association with the faulting network in the Zharkent Basin. A more precise localization of the pull-apart features of the basin will potentially lead to a better comprehension of the spatial heat distribution, and allow for constraining more constraints for resolving heat maps. Ongoing detailed sedimentological studies focused on interpreting the depositional environments and architecture of the Upper Cretaceous reservoir will advance knowledge about reservoir connectivity and associated risks for commercial geothermal developments. Subsequent common-risk segment maps are expected to identify the most attractive areas for commercial geothermal developments. Moreover, further water sampling for groundwater age (residence time) and chemistry will aid reservoir modeling in the region and will help to refine models for the recharge source of the geothermal aquifers.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>AsK: Conceptualization, Methodology, Original draft preparation; VY: Methodology, Original draft preparation; LK: Conceptualization, Original draft preparation; AD: Visualization, Writing&#x2013;Draft preparation, Editing; VZ: Data acquisition, Supervision; AiK: Experimental work, Data acquisition; EB: Software, Validation; SG: Supervision, Reviewing; JH: Supervision, Reviewing; MF: Conceptualization, Supervision, Writing&#x2013;Reviewing and Editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>Nazarbayev University (CRP Research Grant No. 021220CRP2122) for all field and laboratory research works as well as student and post-doctoral salaries. Swanson Family Foundation for Dr. Holbrook&#x2019;s visit to Kazakhstan. This work is conducted with financial support from Nazarbayev University (CRP Research Grant No. 021220CRP2122) and funds from the Swanson Family Foundation. VY was also partially supported by the University of Oulu.</p>
</sec>
<ack>
<p>The authors most sincerely thank Geoterm Production Company LLP management for providing us with water samples from hard-to-access localities, Altyn-Emel National Park authorities for granting sampling permits within the park, Drs. Dulat Kalitov and Bas Den Brok for useful discussions about historical hydrogeology data and structural geology interpretation, respectively. The authors also thank Ayana Karakozhayeva for assisting with the ICP-OES analysis. The thorough reviews and constructive suggestions provided by Drs. Richeng Liu, Kun Tu, Tianran Ma, and Dr. Jianwei Tian (Editor) have greatly enhanced the final version of the manuscript, and their contributions are sincerely appreciated.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>Authors VZ and AiK were employed by Geoterm Production Company LLP.</p>
<p>The remaining 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="s11">
<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="s12">
<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/feart.2023.1212064/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2023.1212064/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table2.XLSX" id="SM1" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table1.XLSX" id="SM2" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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