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<title-group>
<title>U.S. Geological Survey Open-File Report</title>
<alt-title alt-title-type="pub-short-title">Open-File Report</alt-title>
<alt-title alt-title-type="pub-acronym-title">OFR</alt-title>
</title-group>
<contrib-group>
<contrib>
<aff><institution>U.S. Department of the Interior</institution></aff></contrib>
<contrib>
<aff><institution>U.S. Geological Survey</institution></aff></contrib>
</contrib-group><issn publication-format="print">0196-1497</issn><issn publication-format="online">2331-1258</issn>
</collection-meta>
<book-meta>
<book-id book-id-type="publisher-id">2025-1032</book-id>
<book-id book-id-type="doi">10.3133/ofr20251032</book-id><book-title-group><book-title>Analysis of the Potential Effects of Uzbekistan&#x2019;s Mineral Endowment on the Critical Mineral Supply of Tungsten</book-title>
<alt-title alt-title-type="sentence-case">Analysis of the potential effects of Uzbekistan&#x2019;s mineral endowment on the critical mineral supply of tungsten</alt-title>
<alt-title alt-title-type="running-head">Analysis of the Potential Effects of Uzbekistan&#x2019;s Mineral Endowment on the Critical Mineral Supply of Tungsten</alt-title></book-title-group>
<contrib-group content-type="authors">
<contrib contrib-type="author"><string-name><given-names>Elena</given-names><x> </x><surname>Safirova</surname></string-name><x>,</x><xref ref-type="fn" rid="afn1"><sup>1</sup></xref><x> </x></contrib>
<contrib contrib-type="author"><string-name><given-names>Yelena</given-names><x> </x><surname>Golovko</surname></string-name><x>,</x><xref ref-type="fn" rid="afn2"><sup>2</sup></xref><x> and </x></contrib>
<contrib contrib-type="author"><string-name><given-names>Nafisa</given-names><x> </x><surname>Dulabova</surname></string-name><xref ref-type="fn" rid="afn2"><sup>2</sup></xref></contrib>
</contrib-group>
<author-notes>
<fn id="afn1"><label>1</label>
<p>U.S. Geological Survey.</p></fn>
<fn id="afn2"><label>2</label>
<p>Ministry of Mining Industry and Geology of the Republic of Uzbekistan.</p></fn></author-notes>
<pub-date date-type="pub">
<year>2025</year></pub-date><book-volume-number/>
<publisher>
<publisher-name>U.S. Geological Survey</publisher-name>
<publisher-loc>Reston, Virginia</publisher-loc>
</publisher>
<edition/>
<abstract>
<title>Abstract</title>
<p>Tungsten appears on the 2018 and 2022 U.S. Geological Survey critical mineral lists in part because of a very high global production concentration in China, which produces almost 83 percent of the world&#x2019;s mined tungsten. Using known parameters and values from other tungsten mining operations, we created hypothetical scenarios in which three tungsten deposits in Uzbekistan are considered for development. Our results show that all three deposits are likely to be economically viable to develop under 2024 market conditions. If the three studied tungsten deposits were put into production, Uzbekistan could become the third-leading tungsten-producing country in the world and increase world output of tungsten by 2.7 percent. Putting these tungsten deposits in Uzbekistan into production could slightly reduce the tungsten global market concentration, therefore reducing the supply disruption potential for tungsten.</p></abstract>
<abstract abstract-type="plain-language-summary">
<title>Plain Language Summary</title>
<p>Tungsten is a critical mineral used in many everyday products, from light bulbs to electronics and medical equipment. In 2024, China was the leading tungsten mining country, producing about 83 percent of all tungsten in the world. Uzbekistan has known tungsten deposits, so we investigated potential effects on the world supply of tungsten if three of those tungsten deposits were developed and produced tungsten and other minerals. Using market conditions from 2024 in our models, we determined that these tungsten deposits could be mined profitably. Our results suggest that if these deposits are developed, Uzbekistan could become the third-leading tungsten producer in the world, increasing global tungsten supply by 2.7 percent. Development of these tungsten deposits could help prevent possible shortages of tungsten.</p></abstract>
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<custom-meta><meta-name>Online Only</meta-name><meta-value>True</meta-value></custom-meta>
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<notes notes-type="further-information">
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</book-meta>
<front-matter>
<front-matter-part book-part-type="Conversion-Factors">
<book-part-meta>
<title-group>
<title>Conversion Factors</title>
</title-group>
</book-part-meta>
<named-book-part-body>
<table-wrap id="ta" position="float"><caption><title>U.S. customary units to International System of Units</title></caption>
<table rules="groups">
<col width="33.27%"/>
<col width="33.21%"/>
<col width="33.22%"/>
<col width="0.3%"/>
<thead>
<tr>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Multiply</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">By</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">To obtain</td>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="3" align="center" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="col">Length</th>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">inch (in.)</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">2.54</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">centimeter (cm)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">inch (in.)</td>
<td valign="top" align="left">25.4</td>
<td valign="top" align="left">millimeter (mm)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">foot (ft)</td>
<td valign="top" align="left">0.3048</td>
<td valign="top" align="left">meter (m)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">mile (mi)</td>
<td valign="top" align="left">1.609</td>
<td valign="top" align="left">kilometer (km)</td>
</tr>
<tr>
<th valign="middle" colspan="3" align="center" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="col">Mass</th>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">ounce, avoirdupois (oz)</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">28.35</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">gram (g)</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">ounce, troy</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">31.10</td>
<td colspan="2" valign="top" align="left" style="border-top: solid 0.50pt">gram (g)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">pound, avoirdupois (lb)</td>
<td valign="top" align="left">0.4536</td>
<td valign="top" align="left">kilogram (kg)</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">ton, short (2,000 lb)</td>
<td valign="top" align="left" style="border-bottom: solid 0.50pt">0.9072</td>
<td valign="top" align="left" style="border-bottom: solid 0.50pt">metric ton (t)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="tb" position="float"><caption><title>International System of Units to U.S. customary units</title></caption>
<table rules="groups">
<col width="33.64%"/>
<col width="33.6%"/>
<col width="31.26%"/>
<col width="1.5%"/>
<thead>
<tr>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Multiply</td>
<td valign="middle" align="char" char="." scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">By</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">To obtain</td>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="3" align="char" char="." style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="col">Length</th>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">centimeter (cm)</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">0.3937</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">inch (in.)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">millimeter (mm)</td>
<td valign="top" align="left">0.03937</td>
<td valign="top" align="left">inch (in.)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">meter (m)</td>
<td valign="top" align="left">3.281</td>
<td valign="top" align="left">foot (ft)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">kilometer (km)</td>
<td valign="top" align="left">0.6214</td>
<td valign="top" align="left">mile (mi)</td>
</tr>
<tr>
<th valign="middle" colspan="3" align="char" char="." style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="col">Mass</th>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">gram (g)</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">0.03527</td>
<td valign="top" align="left" style="border-top: solid 0.50pt">ounce, avoirdupois (oz)</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">gram (g)</td>
<td valign="top" align="left">0.03215</td>
<td colspan="2" valign="top" align="left">ounce, troy</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">kilogram (kg)</td>
<td valign="top" align="left">2.205</td>
<td valign="top" align="left">pound avoirdupois (lb)</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">metric ton (t)</td>
<td valign="top" align="left" style="border-bottom: solid 0.50pt">1.102</td>
<td valign="top" align="left" style="border-bottom: solid 0.50pt">ton, short [2,000 lb]</td>
</tr>
</tbody>
</table>
</table-wrap>
</named-book-part-body>
</front-matter-part>
<glossary content-type="Abbreviations"><title>Abbreviations</title>
<def-list><def-item><term>APT</term>
<def>
<p>ammonium paratungstate</p></def></def-item><def-item><term>g/t</term>
<def>
<p>grams per metric ton</p></def></def-item><def-item><term>HHI</term>
<def>
<p>Herfindahl-Hirschman Index</p></def></def-item><def-item><term>IRR</term>
<def>
<p>internal rate of return</p></def></def-item><def-item><term>kg</term>
<def>
<p>kilogram</p></def></def-item><def-item><term>km</term>
<def>
<p>kilometer</p></def></def-item><def-item><term>kt/yr</term>
<def>
<p>kiloton per year</p></def></def-item><def-item><term>mm</term>
<def>
<p>millimeter</p></def></def-item><def-item><term>mtu</term>
<def>
<p>metric ton unit</p></def></def-item><def-item><term>NPV</term>
<def>
<p>net present value</p></def></def-item><def-item><term>t</term>
<def>
<p>metric ton</p></def></def-item><def-item><term>USGS</term>
<def>
<p>U.S. Geological Survey</p></def></def-item><def-item><term>W</term>
<def>
<p>tungsten</p></def></def-item><def-item><term>WO<sub>3</sub></term>
<def>
<p>tungsten trioxide</p></def></def-item>
</def-list>
</glossary>
</front-matter>
<book-body>
<book-part>
<body>
<sec>
<title>Introduction</title>
<p>Modern economies increasingly rely on a variety of nonrenewable resources that may have supply constraints or restrictions. The nature of supply restrictions and how these supply restrictions may be alleviated can be identified to help understand and to compensate for supply constraints. Critical minerals are minerals that have been identified as being more likely to have supply constraints. <xref ref-type="bibr" rid="r6">McCullough and Nassar (2017)</xref> developed a methodology and studied the early warning screening of minerals for potential criticality. Specifically, they selected a list of potential indicators that could contribute to criticality, developed computational methods, and calculated criticality for a wide variety of minerals. Consequently, they identified supply risk, production growth, and market dynamics as indicators that a particular mineral is potentially critical. An updated methodology was developed and described by <xref ref-type="bibr" rid="r8">Nassar and Fortier (2021)</xref>. In February 2022, the U.S. Geological Survey (USGS) published a revised list of critical minerals for the United States that replaced the 2018 list (<xref ref-type="bibr" rid="r2">Department of the Interior, 2018</xref>) and increased the number of critical minerals from 35 to 50 (<xref ref-type="bibr" rid="r20">U.S. Geological Survey, 2022</xref>).</p>
<p>Tungsten is on both the 2018 and 2022 critical minerals lists. According to <xref ref-type="bibr" rid="r18">Shedd (2024)</xref>, 82.7 percent of all mined tungsten in the world was produced by mines in China, followed by production by mines in Vietnam (5.0 percent) and Russia (2.5 percent) (<xref ref-type="table" rid="t01">table 1</xref>).</p>
<table-wrap id="t01" position="float"><label>Table 1</label><caption>
<title>World production of tungsten in 2022.</title>
<p content-type="toc"><bold>Table 1.</bold> World production of tungsten in 2022</p>
<p>[Data from <xref ref-type="bibr" rid="r18">Shedd, 2024</xref>]</p></caption>
<table rules="groups">
<col width="44.56%"/>
<col width="25.07%"/>
<col width="30.37%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Country</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Metric tons of tungsten</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Percentage of world tungsten production</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">United States</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">0</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">0</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Australia</td>
<td valign="middle" align="right">200</td>
<td valign="middle" align="right">0.3</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Austria</td>
<td valign="middle" align="right">910</td>
<td valign="middle" align="right">1.1</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Bolivia</td>
<td valign="middle" align="right">1,360</td>
<td valign="middle" align="right">1.7</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">China</td>
<td valign="middle" align="right">66,000</td>
<td valign="middle" align="right">82.7</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">North Korea</td>
<td valign="middle" align="right">1,520</td>
<td valign="middle" align="right">1.9</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Portugal</td>
<td valign="middle" align="right">500</td>
<td valign="middle" align="right">0.6</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Russia</td>
<td valign="middle" align="right">2,000</td>
<td valign="middle" align="right">2.5</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Rwanda</td>
<td valign="middle" align="right">1,400</td>
<td valign="middle" align="right">1.8</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Spain</td>
<td valign="middle" align="right">800</td>
<td valign="middle" align="right">1.0</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Vietnam</td>
<td valign="middle" align="right">4,000</td>
<td valign="middle" align="right">5.0</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Other countries</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">1,080</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">1.4</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="row">Total</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">79,770</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">100</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The concentration of production in a single source country is the main reason for a high supply risk, so to reduce the level of criticality for tungsten, the concentration of production could be changed either by increasing existing production in other countries or by developing new production in other countries (<xref ref-type="bibr" rid="r7">Nassar and others, 2020</xref>). Alleviating the criticality of tungsten by increasing production in other countries or developing new production in other countries depends on the availability of high-quality tungsten resources that may be profitably produced elsewhere in the world.</p>
<p>Uzbekistan has significant resources of critical minerals, including tungsten. Eight mineral deposits&#x2014;Gussay, Ingichke, Kara-Tyube, Koytash-Ugat, Lyangar, Sarykul, Sautbay, and Yakhton&#x2014;are known to have significant tungsten resources (<xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>, <xref ref-type="bibr" rid="r4">b</xref>, <xref ref-type="bibr" rid="r5">c</xref>; <xref ref-type="bibr" rid="r9">Safirova, 2023</xref>). Some of these deposits, such as Ingichke and Koytash-Ugat, produced ore between the 1940s and 1990s. In the mid-1990s, production at these operations was stopped because low tungsten prices rendered production unprofitable. Several other tungsten deposits were considered for development in the past two decades, but as of 2023, Uzbekistan had no operating tungsten mines (<xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>, <xref ref-type="bibr" rid="r4">b</xref>, <xref ref-type="bibr" rid="r5">c</xref>; <xref ref-type="bibr" rid="r9">Safirova, 2023</xref>).</p>
<p>We analyzed three tungsten deposits in Uzbekistan (Koytash-Ugat, Yakhton, and Sautbay; <xref ref-type="fig" rid="fig01">fig. 1</xref>) that were identified as suitable for development (soon after discovery, preliminary feasibility studies concluded that production is likely to be profitable; <xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>, <xref ref-type="bibr" rid="r4">b</xref>, <xref ref-type="bibr" rid="r5">c</xref>) but have not yet been developed. Using a methodology that combines the geologic data from the deposits with published summary financial data from tungsten mines in other countries, we simulate potential financial outcomes and conduct sensitivity analyses with respect to uncertain price and cost parameters. We also analyzed the potential effect that development of the three mineral deposits in Uzbekistan could have on world tungsten production, and whether development of these deposits could affect tungsten criticality.</p>
<fig id="fig01" position="float" fig-type="figure"><label>Figure 1</label><caption><p>Map of Uzbekistan and surrounding countries showing major cities in Uzbekistan and locations of the Koytash-Ugat, Yakhton, and Sautbay mineral deposits.</p><p content-type="toc"><bold>Figure 1.</bold> Map of Uzbekistan and surrounding countries showing major cities in Uzbekistan and locations of the Koytash-Ugat, Yakhton, and Sautbay mineral deposits</p></caption><long-desc>The studied mineral deposits are located in south-central, central, and north-dcentral Uzbekistan.</long-desc><graphic xlink:href="res25-0020_fig01"/></fig>
</sec>
<sec>
<title>Tungsten Feasibility Studies</title>
<p>Feasibility studies contain well-researched production plans and assumptions that are presented to funders and investors, yet the projected results from these studies may differ from the actual figures realized during project implementation. <xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others (2015)</xref> analyzed five new tungsten mining projects based on their published feasibility studies. The projects were Barruecopardo (Spain), Kilba (Australia), Hemerdon (United Kingdom), Sangdong (South Korea), and King Island Scheelite (Australia). <xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others (2015)</xref> collected information on the projects&#x2019; capital and operating costs, planned mining and processing capacities, resources and reserves, and planned financial outcomes, such as net present values, internal rates of return, and capital payback periods (<xref ref-type="table" rid="t02">table 2</xref>). The unit of measurement for tungsten concentrates in international markets is the metric ton unit (mtu). An mtu is 1% of a metric ton, which is equivalent to 10 kg or, equivalently, 1 metric ton unit of tungsten trioxide contains 7.93 kilograms [kg] of tungsten.</p>
<table-wrap id="t02" position="float"><label>Table 2</label><caption>
<title>Summary of data for five tungsten projects from Australia, South Korea, Spain, and the United Kingdom.</title>
<p content-type="toc"><bold>Table 2.</bold> Summary of data for five tungsten projects from Australia, South Korea, Spain, and the United Kingdom</p>
<p>[Data from <xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others (2015)</xref>; 1 metric ton unit (mtu) of tungsten trioxide (WO<sub>3</sub>) contains 7.93 kilograms of tungsten. NA, not applicable; APT, ammonium paratungstate; kt/yr, kiloton/year; NPV, net present value; IRR, internal rate of return]</p></caption>
<table rules="groups">
<col width="24.71%"/>
<col width="14.51%"/>
<col width="10.88%"/>
<col width="13.61%"/>
<col width="13.61%"/>
<col width="12.7%"/>
<col width="9.98%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Individual mine data</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Barruecopardo, Spain</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Kilba, Australia</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Hemerdon, United Kingdom</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Sangdong, South Korea</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">King Island Scheelite, Australia</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Average</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Feasibility study year</td>
<td valign="top" align="justify" style="border-top: solid 0.50pt">2013</td>
<td valign="top" align="justify" style="border-top: solid 0.50pt">2013</td>
<td valign="top" align="justify" style="border-top: solid 0.50pt">2011, 2014</td>
<td valign="top" align="justify" style="border-top: solid 0.50pt">2012</td>
<td valign="top" align="justify" style="border-top: solid 0.50pt">2014</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Project type</td>
<td valign="top" align="justify">Open pit</td>
<td valign="top" align="justify">Open pit</td>
<td valign="top" align="justify">Open pit</td>
<td valign="top" align="justify">Underground</td>
<td valign="top" align="justify">Open pit and underground</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Project duration</td>
<td valign="top" align="justify">9 years</td>
<td valign="top" align="justify">7 years</td>
<td valign="top" align="justify">7 years</td>
<td valign="top" align="justify">11.5 years</td>
<td valign="top" align="justify">4 years open pit and 9 years underground</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Reserves proven (million mtu)</td>
<td valign="top" align="right">1.64</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">4.47</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Reserves probable (million mtu)</td>
<td valign="top" align="right">0.98</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.61</td>
<td valign="top" align="right">5.65</td>
<td valign="top" align="right">0.33</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Reserves grade (percent WO<sub>3</sub>)</td>
<td valign="top" align="right">0.33</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.19</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Reserves grade (percent WO<sub>3</sub>)</td>
<td valign="top" align="right">0.26</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.19</td>
<td valign="top" align="right">0.425</td>
<td valign="top" align="right">0.99</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Resources indicated (million mtu)</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">4.0</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">9.39</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Resources inferred (million mtu)</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">9.8</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Resources grade indicated (percent WO<sub>3</sub>)</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.30</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.95</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Resources grade inferred (percent WO<sub>3</sub>)</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.26</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">APT price, U.S. dollars per mtu</td>
<td valign="top" align="right">$350</td>
<td valign="top" align="right">$440</td>
<td valign="top" align="right">$360</td>
<td valign="top" align="right">$398</td>
<td valign="top" align="right">$375</td>
<td valign="top" align="right">$384.6</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Capital costs: mining (million US$)</td>
<td valign="top" align="right">$7.3</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">$37.6</td>
<td valign="top" align="right">$38.5</td>
<td valign="top" align="right">$16.7</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Capital costs: processing plant (million US$)</td>
<td valign="top" align="right">$50.2</td>
<td valign="top" align="right">$44.1</td>
<td valign="top" align="right">$121.8</td>
<td valign="top" align="right">$66.3</td>
<td valign="top" align="right">$36.9</td>
<td valign="top" align="right">$63.9</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Capital costs: infrastructure (million US$)</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$15.4</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$9.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$22.2</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$16.9</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">NA</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$8.7</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="row">Capital costs: total (million US$)</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$91.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$56.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$204.4</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$150.7</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$89.2</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$118.3</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Operating costs: mining (million US$)</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$102.6</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$14.3</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$64.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$106.8</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$90.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$75.5</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Operating costs: processing (million US$)</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$19.4</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$145.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$53.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$57.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$49.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$64.7</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt" scope="row">Operating costs: total (million US$)</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$129.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$212.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$129.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$171.1</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$139.0</td>
<td valign="top" align="right" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">$156.0</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Projected annual production (kt/year): mining</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">6,930</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">1,842</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">8,500</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">1,200</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">481</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">3,791</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Projected annual production (kt/year): processing</td>
<td valign="top" align="right">1,100</td>
<td valign="top" align="right">750</td>
<td valign="top" align="right">3,000</td>
<td valign="top" align="right">1,200</td>
<td valign="top" align="right">400</td>
<td valign="top" align="right">1290</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Production grade (percent WO<sub>3</sub>): mining</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="left">NA</td>
<td valign="top" align="right">NA</td>
<td valign="top" align="right">0.425</td>
<td valign="top" align="right">0.75</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Production grade (percent WO<sub>3</sub>): processing</td>
<td valign="top" align="right">0.3</td>
<td valign="top" align="right">0.25</td>
<td valign="top" align="right">0.25</td>
<td valign="top" align="right">0.425</td>
<td valign="top" align="right">0.83</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">NPV<sup>1</sup>, U.S. dollars</td>
<td valign="top" align="right">$156.0</td>
<td valign="top" align="right">$36.0</td>
<td valign="top" align="right">$105.8</td>
<td valign="top" align="right">$517.4</td>
<td valign="top" align="right">$111.0</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">IRR, percent</td>
<td valign="top" align="right">52</td>
<td valign="top" align="right">34</td>
<td valign="top" align="right">21</td>
<td valign="top" align="right">46</td>
<td valign="top" align="right">35</td>
<td valign="top" align="right">NA</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Capital payback period (years)</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">2.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">1.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">1.0</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">2.2</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">NA</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">NA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t02n1"><label><sup>1</sup></label>
<p>All projects assume an 8 percent discount rate, except the Kilba project, which assumes a 7 percent discount rate.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>For this report, we compared geologic parameters of Uzbekistan&#x2019;s tungsten deposits, such as resources, reserves, and grades, with similar parameters for the deposits described in <xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others (2015)</xref> and were able to estimate capital and operating costs for three hypothetical tungsten mine projects in Uzbekistan. The Hemerdon project was notable because the operating company was planning to produce tungsten and tin simultaneously, and the revenue for the tin concentrate served as a credit that reduced the operating costs of tungsten production (<xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others, 2015</xref>). In the case of the tungsten deposits considered in this report, gold is a coproduct that serves a role similar to that of the role of tin in the Hemerdon project.</p>
</sec>
<sec>
<title>Methodology</title>
<p>A synthetic modeling approach was used to obtain the data needed to produce basic results of simulated feasibility studies for three selected tungsten deposits in Uzbekistan. Geologic data for the three tungsten deposits were obtained from the Ministry of Mining Industry and Geology of Uzbekistan, and are based on information from geologic exploration studies undertaken between the 1980s and the 2000s (<xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>, <xref ref-type="bibr" rid="r4">b</xref>, <xref ref-type="bibr" rid="r5">c</xref>). Mining production parameters were obtained from published feasibility studies for more current but unrelated projects (<xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others, 2015</xref>). As in actual feasibility studies, the two major results are the net present value of the project (NPV), and the number of years needed to recoup the capital investment (payback). NVP was calculated using the equation<disp-formula id="e"><alternatives><mml:math id="m1"><mml:mrow><mml:mi>N</mml:mi><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:msubsup><mml:mstyle mathsize="140%" displaystyle="true"><mml:mo>&#x2211;</mml:mo></mml:mstyle><mml:mrow><mml:mi>t</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:mrow><mml:mi>n</mml:mi></mml:msubsup><mml:mfrac><mml:mrow><mml:mi>C</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi>t</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msup><mml:mrow><mml:mfenced><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>r</mml:mi></mml:mrow></mml:mfenced></mml:mrow><mml:mi>t</mml:mi></mml:msup></mml:mrow></mml:mfrac></mml:mrow></mml:math><graphic position="anchor" xlink:href="res25-0020_m01"/></alternatives></disp-formula>where</p>
<def-list list-type="equation-where"><def-item><term><inline-formula><alternatives><mml:math id="m2"><mml:mrow><mml:mi>C</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi>t</mml:mi></mml:msub></mml:mrow></mml:math><inline-graphic xlink:href="res25-0020_m02"/></alternatives></inline-formula></term>
<def>
<p>is the cash flow in period <inline-formula><alternatives><mml:math id="m3"><mml:mi>t</mml:mi></mml:math><inline-graphic xlink:href="res25-0020_m03"/></alternatives></inline-formula>; and</p></def></def-item><def-item><term><inline-formula><alternatives><mml:math id="m4"><mml:mi>r</mml:mi></mml:math><inline-graphic xlink:href="res25-0020_m04"/></alternatives></inline-formula></term>
<def>
<p>is the discount rate.</p></def></def-item>
</def-list>
<p>NPV and the number of years needed to recoup the capital investment were calculated for a central scenario of the simulated feasibility study. For each production year <italic>t</italic>, <italic>CF<sub>t</sub></italic> is calculated as the difference between the revenue (computed as the product of the expected output price and projected production quantity) and operating costs incurred in that year. Capital costs are assumed to be incurred before the start of production, in year <italic>0</italic>.</p>
<p>For the simulations, key parameters were derived from data for the five tungsten projects outlined in <xref ref-type="table" rid="t02">table 2</xref> (<xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others, 2015</xref>) and 2024 market conditions. The discount rate for all simulations is assumed to be 8 percent, as in the majority of the five tungsten feasibility studies in <xref ref-type="table" rid="t02">table 2</xref>. The central estimate price of tungsten trioxide (WO<sub>3</sub>) per mtu of WO<sub>3</sub> content is assumed to be $300 per mtu, which describes the market price as of January 2024 (<xref ref-type="bibr" rid="r1">Almonty Industries Inc., 2024</xref>). Prices used in the feasibility studies that <xref ref-type="bibr" rid="r10">Su&#x00E1;rez S&#x00E1;nchez and others (2015)</xref> analyzed are somewhat higher, likely because of different price expectations in the middle of the 2010s. The history of tungsten trioxide prices shows high volatility, which makes investment in tungsten projects risky. For example, from 2001 to 2023, tungsten prices have ranged from a low of $49 per mtu to a high of $358 per mtu (<xref ref-type="fig" rid="fig02">fig. 2</xref>; <xref ref-type="bibr" rid="r12">Shedd, 2002</xref>, <xref ref-type="bibr" rid="r13">2006</xref>, <xref ref-type="bibr" rid="r14">2010</xref>, <xref ref-type="bibr" rid="r15">2014</xref>, <xref ref-type="bibr" rid="r16">2018</xref>, <xref ref-type="bibr" rid="r17">2023</xref>, <xref ref-type="bibr" rid="r18">2024</xref>).</p>
<fig id="fig02" position="float" fig-type="figure"><label>Figure 2</label><caption><p>Graph showing the price of one metric ton unit (mtu) of tungsten trioxide (WO<sub>3</sub>) concentrate in U.S. dollars per year from 2001 to 2023. Sources: Shedd, 2002, 2006, 2010, 2014, 2018, 2023, 2024.</p><p content-type="toc"><bold>Figure 2.</bold> Graph showing the price of one metric ton unit of tungsten trioxide concentrate in U.S. dollars per year from 2001 to 2023.</p></caption><long-desc>The price of tungsten trioxide concentrate per metric ton unit had a low of 49 dollars in 2004 and a high of 358 dollars in 2011 and 2012; 1 metric ton unit of tungsten trioxide contains 7.93 kg of tungsten.</long-desc><graphic xlink:href="res25-0020_fig02"/></fig>
<p>Geological data from the deposits were provided by the Ministry of Mining Industry and Geology of Uzbekistan (<xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>, <xref ref-type="bibr" rid="r4">b</xref>, <xref ref-type="bibr" rid="r5">c</xref>). The unpublished documents were provided by Yelena Golovko on August 24, 2022. We combined these geological data for the Koytash-Ugat, Sautbay, and Yakhton deposits and the synthetic economic assumptions based on the feasibility studies described in Su&#x00E1;rez S&#x00E1;nchez and others, 2015, to create potential development scenarios for these deposits. In our simulations, gold prices appear to be a significant driver for the viability of the three tungsten projects in Uzbekistan. Uzbekistan ranks among the world leaders in gold production and has significant expertise in mining and processing gold ores (<xref ref-type="bibr" rid="r9">Safirova, 2023</xref>). In 2023, the price of gold was $1,900 per troy ounce (<xref ref-type="bibr" rid="r11">Sheaffer, 2024</xref>), but for all three projects, we used a conservative assumption for the price of gold ($50,000 per kg or $1,555 per troy ounce), and assumed that only 50 percent of gold content is recovered. We did not include other coproduct minerals mentioned in deposit descriptions, such as bismuth, copper, and silver, in our simplified simulations because they would not make a difference to the broad feasibility considerations.</p>
<p>Sensitivity analyses explored key uncertain parameters, such as the price of the main output (WO<sub>3</sub> content), the unit operating cost of production, and the total capital cost investment required to implement the project. The results of the sensitivity analysis for each hypothetical project show the variability of the simulated outcomes of the mining projects as a function of assumptions about price and cost parameters. For each sensitivity analysis, two potential changes were considered. The first was an increase (or decrease) of the total capital costs of the project by 20 percent from the central estimate and the other was an increase (or decrease) of the tungsten output price by 20 percent. In this simple model, changes in unit operating costs are mirror images of changes in output prices and are not considered separately.</p>
</sec>
<sec>
<title>Analysis of Production Potential of Selected Tungsten Mineral Deposits in Uzbekistan</title>
<sec>
<title>The Koytash-Ugat Mineral Deposit</title>
<p>The Koytash-Ugat mineral deposit is located in Jizzax Region, Uzbekistan. The larger Koytash mineral deposit is divided into sections, including the Central, Eastern, Koytash-Ugat, Shurkundy, and Ugat sections. The Koytash-Ugat mineral deposit is the western continuation of the Koytash mineral deposit, which was discovered in 1936 and further explored between 1982 and 1990. From 1941 to 1993, the Koytash tungsten mine and a processing plant were in operation. In 1994, production completely stopped due to losses both from new production and from sales of tungsten inventory. The larger Koytash mineral deposit is located in Northern Nuratau mountains on the southern slopes of the Koytash [Qo&#x2019;ytosh] mountains (<xref ref-type="fig" rid="fig01">fig. 1</xref>; <xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>).</p>
<p>In terms of material composition, the ores in the Koytash-Ugat deposit are hosted in pyroxene and pyroxene-garnet skarns. The industrially valuable tungsten component of the ores is medium- and coarse-grained crystalline scheelite. The scheelite in this deposit is found in pyroxene interstices and in vein walls composed of quartz veinlets. Sheelite less often forms intergrowths with sulfides and feldspars, with crystals ranging in size from fractions of a millimeter (mm) to 2&#x2013;3 mm, and sometimes up to 1&#x2013;2 centimeters. The main ore minerals in the Koytash-Ugat deposit are arsenopyrite, bornite, chalcopyrite, galena, molybdenite, pyrrhotite, scheelite, and sphalerite. Nonmetallic minerals include amphiboles, calcite, chlorite, garnet, muscovite, potassium feldspars, pyroxene, quartz, sericite, and wollastonite (<xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>).</p>
<p>The tungsten resources of the Koytash-Ugat mineral deposit were estimated at 10,619 metric tons (t) of WO<sub>3</sub> with an average ore content of 0.33 percent, and the section was considered to be ready for development. In addition to tungsten, reserves of gold grading 1.6 grams per metric ton (g/t), and also silver grading 7.2 g/t, and copper ore grading 0.44 percent were included. At 2024 world prices, however, the silver and copper reserves do not alter the development decision. The production plan was to produce 350 kt/yr of ore and to use flotation processing technology with a WO<sub>3</sub> recovery rate of 74.4 percent. The construction projects would include an underground mine, a processing plant, and engineering infrastructure that together would require a capital cost investment of $75 million (<xref ref-type="table" rid="t03">table 3</xref>; <xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated a</xref>).</p>
<table-wrap id="t03" position="float"><label>Table 3</label><caption>
<title>Summary of data for the Koytash-Ugat mineral deposit, Jizzax Region, Uzbekistan.</title>
<p content-type="toc"><bold>Table 3.</bold> Summary of data for the Koytash-Ugat mineral deposit, Jizzax Region, Uzbekistan</p>
<p>[Data from <xref ref-type="bibr" rid="r3">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam (undated a)</xref>. Resources of WO<sub>3</sub> in metric tons are as of Jan. 1, 2021. WO<sub>3</sub>, tungsten trioxide; kt, kiloton, g/t, grams per metric ton]</p></caption>
<table rules="groups">
<col width="61.15%"/>
<col width="38.85%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Koytash-Ugat mineral deposit</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Value or description</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Resources (WO<sub>3</sub>) in metric tons</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">10,619</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Average content of WO<sub>3</sub>, percent</td>
<td valign="top" align="right">0.33</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Mining type</td>
<td valign="top" align="left">Underground</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Annual production of ore, kt per year</td>
<td valign="top" align="right">350</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Project duration, years</td>
<td valign="top" align="right">9</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing technology</td>
<td valign="top" align="left">Flotation</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Recovery rate of WO<sub>3,</sub> percent</td>
<td valign="top" align="right">74.4</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Total capital cost, millions of U.S. dollars</td>
<td valign="top" align="right">75</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Types of capital investment</td>
<td valign="top" align="left">Mine, processing plant, infrastructure</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Gold content in ore, g/t</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">1.6</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The simulation for developing the Koytash-Ugat mineral deposit assumes that, under central parameter assumptions, total operating costs consist of mining operating costs of $75 per mtu of WO<sub>3</sub> and processing operating costs of $55 per mtu of WO<sub>3.</sub> The projected revenue from gold recovery at the mine exceeds the total unit operating cost, greatly helping the mine&#x2019;s financial viability. The NPV of the project for the central parameter assumptions is $109.1 million, and the capital investment payback is 3 years, which is a relatively fast payback rate for a projected 9-year mine life (<xref ref-type="table" rid="t04">table 4</xref>).</p>
<table-wrap id="t04" position="float"><label>Table 4</label><caption>
<title>Main financial assumptions and results for the Koytash-Ugat mineral deposit, Uzbekistan.</title>
<p content-type="toc"><bold>Table 4.</bold> Main financial assumptions and results for the Koytash-Ugat mineral deposit, Uzbekistan</p>
<p>[mtu, metric ton unit; 1 metric ton unit [mtu] of tungsten trioxide contains 7.93 kilograms [kg] of tungsten; WO<sub>3</sub>, tungsten trioxide; NPV, net present value]</p></caption>
<table rules="groups">
<col width="60.32%"/>
<col width="39.68%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Assumptions and results</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Costs, net benefits, or years</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Price per mtu of WO<sub>3</sub> in U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$300</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Mine construction, millions of U.S. dollars</td>
<td valign="top" align="right">$20</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing plant construction, millions of U.S. dollars</td>
<td valign="top" align="right">$40</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Infrastructure construction, millions of U.S. dollars</td>
<td valign="top" align="right">$15</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total investment, millions of U.S. dollars</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$75</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Mining costs, millions of U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$75</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing costs, millions of U.S. dollars</td>
<td valign="top" align="right">$55</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Gold recovery costs, millions of U.S. dollars</td>
<td valign="top" align="right">&#x2212;$163</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total cost, U.S. dollars per mtu WO<sub>3</sub></td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">&#x2212;$43</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">NPV, millions of U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$109.1</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Capital payback period, years</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">3.0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Under sensitivity analysis modifications, with capital investment varying from $60 million to $90 million and the price per mtu of WO<sub>3</sub> kept constant at $300, the payback period for the Koytash-Ugat deposit varies between 2.3 and 3.6 years, and when the tungsten product price varies between $240 per mtu and $360 per mtu and the cost of capital investment is kept constant at $75 million, the payback period varies between 2.5 and 3.7 years. Overall, when both the price per mtu of WO<sub>3</sub> and the cost of capital investment are allowed to vary, the lowest NPV obtained under high capital cost and low product prices is $61.9 million, which corresponds to a payback period of 4.6 years (<xref ref-type="table" rid="t05">table 5</xref>).</p>
<table-wrap id="t05" position="float"><label>Table 5</label><caption>
<title>Sensitivity analysis results for the Koytash-Ugat mineral deposit, Uzbekistan.</title>
<p content-type="toc"><bold>Table 5.</bold> Sensitivity analysis results for the Koytash-Ugat mineral deposit, Uzbekistan</p>
<p>[mtu, metric ton unit; 1 metric ton unit [mtu] of tungsten trioxide contains 7.93 kilograms [kg] of tungsten; WO<sub>3</sub>, tungsten trioxide; NPV, net present value in millions of U.S. dollars; payback; capital payback in years]</p></caption>
<table rules="groups">
<col width="31.28%"/>
<col width="18.22%"/>
<col width="14.12%"/>
<col width="20.21%"/>
<col width="16.17%"/>
<thead>
<tr>
<td rowspan="2" valign="top" align="center" scope="rowgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Cost of capital investment</td>
<td rowspan="2" valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">NPV and Payback</td>
<td colspan="3" valign="top" align="center" scope="colgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Price per mtu of WO<sub>3</sub> in U.S. dollars</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="colgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Low ($240)</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Medium ($300)</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">High ($360)</td>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-top: solid 0.50pt" scope="rowgroup">Low ($60 million)</td>
<td valign="middle" align="left" style="border-top: solid 0.50pt">NPV</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$91.9</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$124.1</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$156.3</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="left" scope="row">Payback</td>
<td valign="middle" align="right">2.9</td>
<td valign="middle" align="right">2.3</td>
<td valign="middle" align="right">1.9</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="left" scope="rowgroup">Medium ($75 million)</td>
<td valign="middle" align="left">NPV</td>
<td valign="middle" align="right">$76.9</td>
<td valign="middle" align="right">$109.1</td>
<td valign="middle" align="right">$141.3</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="left" scope="row">Payback</td>
<td valign="middle" align="right">3.7</td>
<td valign="middle" align="right">3.0</td>
<td valign="middle" align="right">2.5</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-bottom: solid 0.50pt" scope="rowgroup">High ($90 million)</td>
<td valign="middle" align="left">NPV</td>
<td valign="middle" align="right">$61.9</td>
<td valign="middle" align="right">$94.1</td>
<td valign="middle" align="right">$126.3</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="left" style="border-bottom: solid 0.50pt" scope="row">Payback</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">4.6</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">3.6</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">3.0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>The Yakhton Mineral Deposit</title>
<p>The Yakhton mineral deposit is located in the Urgut district of the Samarqand [Samarkand] Region, 8 kilometers (km) south of the city of Urgut, and 50 km southeast of the Samarkand railway station. The connection of the Yakhton mineral deposit to the Samarkand railway station would run along dirt (10 km) and asphalt (40 km) roads in the axial part of the Chakyl-Kalyan ridge. The physical profile of the Yakhton mineral deposit area is mountainous and highly dissected, with absolute elevations from 1,300 to 2,400 meters. The deposit consists of two explored areas&#x2014;northern and western. Tungsten mineralization is localized in skarn deposits that developed in the contact zone between the Yakhton granite massif and Silurian and Devonian carbonates. Tungsten is also found in other skarn deposits composed of metamorphosed limestones and intrusive rocks (<xref ref-type="bibr" rid="r4">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated b</xref>).</p>
<p>In terms of material composition in the Yakhton deposit, ore bodies are hosted in garnet-pyroxene and pyroxene skarns (60 percent), limestone skarns (30 percent), and granodiorite skarns (10 percent). The main ore minerals in the Yakhton deposit are arsenopyrite, bornite, chalcocite, chalcopyrite, covellite, marcasite, molybdenite, pyrite, pyrrhotite, scheelite, and sphalerite, with scheelite being the primary tungsten-bearing ore mineral. Nonmetallic minerals in the ore consist of amphiboles, calcite, chlorite, epidote, feldspars, garnet, micas, and pyroxenes (<xref ref-type="bibr" rid="r4">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated b</xref>).</p>
<p>The tungsten resources of the Yakhton deposit were estimated at 22,147 t of WO<sub>3</sub> with an average ore content of 0.44 percent of WO<sub>3</sub> per ton. In addition to tungsten, the reserves of gold grading 0.84 g/t were included in the annual costflow analysis. The production plan was to produce 250 kt/yr of ore with an average WO<sub>3</sub> content in production of 0.41 percent. The project would use a combined production method&#x2014;first open-pit and then underground mining&#x2014;and a combined gravity-flotation processing technology with a WO<sub>3</sub> recovery rate of 81.4 percent. The construction projects would include a mine, a processing plant, and engineering infrastructure that together would require a capital cost investment of $75 million (<xref ref-type="table" rid="t06">table 6</xref>; <xref ref-type="bibr" rid="r4">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated b</xref>).</p>
<table-wrap id="t06" position="float"><label>Table 6</label><caption>
<title>Summary of data for the Yakhton mineral deposit, Samarqand [Samarkand] Region, Uzbekistan.</title>
<p content-type="toc"><bold>Table 6.</bold>&#x2003;Summary of data for the Yakhton mineral deposit, Samarqand [Samarkand] Region, Uzbekistan.</p>
<p>[Data from <xref ref-type="bibr" rid="r4">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam (undated b)</xref>. WO<sub>3</sub>, tungsten trioxide; kt, kiloton, g/t, grams per metric ton]</p></caption>
<table rules="groups">
<col width="56.09%"/>
<col width="43.91%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Yakhton mineral deposit</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Value or description</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Resources (WO<sub>3</sub>) in metric tons</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">22,147</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Average content of WO<sub>3</sub>, percent</td>
<td valign="top" align="right">0.44</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Mining type</td>
<td valign="top" align="left">Open pit and underground</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Annual production of ore, kt per year</td>
<td valign="top" align="right">250</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Average content in production, percent</td>
<td valign="top" align="right">0.41</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Project duration, years</td>
<td valign="top" align="right">16</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing technology</td>
<td valign="top" align="left">Gravity and flotation</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Recovery rate of WO<sub>3</sub>, percent</td>
<td valign="top" align="right">81.4</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Total capital cost, millions of U.S. dollars</td>
<td valign="top" align="right">$75</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Types of capital investment</td>
<td valign="top" align="left">Mine, processing plant, infrastructure</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Gold content in ore, g/t</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">0.84</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The simulation of developing the Yakhton deposit assumed that, under central parameter assumptions, total operating costs consist of mining costs of $45 per mtu of WO<sub>3</sub> and processing costs of $55 per mtu of WO<sub>3.</sub> The revenue from gold recovery at the mine amounts to $63 per mtu of WO<sub>3</sub>, which contributes significantly to the mine&#x2019;s financial viability. The NPV of the project for the central parameter assumptions is $119.2 million and the capital investment payback is 4.2 years (<xref ref-type="table" rid="t07">table 7</xref>).</p>
<table-wrap id="t07" position="float"><label>Table 7</label><caption>
<title>Main financial assumptions and results for the Yakhton mineral deposit, Uzbekistan.</title>
<p content-type="toc"><bold>Table 7.</bold>&#x2003;Main financial assumptions and results for the Yakhton mineral deposit, Uzbekistan</p>
<p>[mtu, metric ton unit; 1 metric ton unit [mtu] of tungsten trioxide contains 7.93 kilograms [kg] of tungsten; WO<sub>3</sub>, tungsten trioxide; NPV, net present value]</p></caption>
<table rules="groups">
<col width="63.42%"/>
<col width="36.58%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Assumptions and results</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Costs, net benefits, or years</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Price per mtu of WO<sub>3</sub> in U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$300</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Mine construction, millions of U.S. dollars</td>
<td valign="top" align="right">$25</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing plant construction, millions of U.S. dollars</td>
<td valign="top" align="right">$40</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Infrastructure construction, millions of U.S. dollars</td>
<td valign="top" align="right">$10</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total investment, millions of U.S. dollars</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$75</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Mining cost, millions of U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$45</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing cost, millions of U.S. dollars</td>
<td valign="top" align="right">$55</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Gold recovery cost, millions of U.S. dollars</td>
<td valign="top" align="right">&#x2212;$63</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total cost per mtu WO<sub>3</sub> in U.S. dollars</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$37</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">NPV, million U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$119.2</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Capital payback period, years</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">4.2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Under the sensitivity analysis modifications, with capital investment varying from $60 million to $90 million and keeping the price of tungsten at $300 per mtu of WO<sub>3</sub>, the payback period varies between 3.2 and 5.2 years. When the tungsten product price varies between $240 per mtu and $360 per mtu with the capital costs kept at $75 million, the payback period varies between 3.1 and 5.7 years. Overall, when both the cost of the capital investment and the price of tungsten are allowed to vary, the lowest NPV obtained under high capital cost and low product prices is $59.9 million, which corresponds to a payback period of 7.2 years (<xref ref-type="table" rid="t08">table 8</xref>).</p>
<table-wrap id="t08" position="float"><label>Table 8</label><caption>
<title>Sensitivity analysis results for the Yakhton mineral deposit, Uzbekistan.</title>
<p content-type="toc"><bold>Table 8.</bold>&#x2003;Sensitivity analysis results for the Yakhton mineral deposit, Uzbekistan</p>
<p>[mtu, metric ton unit; 1 metric ton unit [mtu] of tungsten trioxide contains 7.93 kilograms [kg] of tungsten; WO<sub>3</sub>, tungsten trioxide; NPV, net present value in millions of U.S. dollars; payback; capital payback in years]</p></caption>
<table rules="groups">
<col width="28.6%"/>
<col width="16.76%"/>
<col width="16.99%"/>
<col width="20.77%"/>
<col width="16.88%"/>
<thead>
<tr>
<td rowspan="2" valign="middle" align="center" scope="rowgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Cost of capital investment</td>
<td rowspan="2" valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">NPV and Payback</td>
<td valign="middle" colspan="3" align="center" scope="colgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Price per mtu of WO<sub>3</sub> in U.S. dollars</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="colgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Low ($240)</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Medium ($300)</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">High ($360)</td>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="2" valign="middle" align="center" style="border-top: solid 0.50pt" scope="rowgroup">Low ($60 million)</td>
<td valign="middle" align="center" style="border-top: solid 0.50pt">NPV</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$89.9</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$134.2</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$178.5</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="row">Payback</td>
<td valign="middle" align="right">4.3</td>
<td valign="middle" align="right">3.2</td>
<td valign="middle" align="right">2.6</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="center" scope="rowgroup">Medium ($75 million)</td>
<td valign="middle" align="center">NPV</td>
<td valign="middle" align="right">$74.9</td>
<td valign="middle" align="right">$119.2</td>
<td valign="middle" align="right">$163.5</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="row">Payback</td>
<td valign="middle" align="right">5.7</td>
<td valign="middle" align="right">4.2</td>
<td valign="middle" align="right">3.1</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="center" style="border-bottom: solid 0.50pt" scope="rowgroup">High ($90 million)</td>
<td valign="middle" align="center">NPV</td>
<td valign="middle" align="right">$59.9</td>
<td valign="middle" align="right">$104.2</td>
<td valign="middle" align="right">$148.5</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" style="border-bottom: solid 0.50pt" scope="row">Payback</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">7.2</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">5.2</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">4.0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>The Sautbay Mineral Deposit</title>
<p>In the Sautbay ore field, four closely located mineral deposits have been explored: the Sautbay, Burgut, Sagynkan and Promezhutochny deposits. These mineral deposits are located on the southwestern slopes of the Bukantau Mountains [Bo&#x2018;kantov Tog&#x2018;lari] in the Uchquduq district of the Navoiy Region, 17 km southeast of the village of Kokpatas [Qoqpatos]and 35 km northeast of the Uchkuduk [Uchquduq] railway station, which are connected by dirt roads. The terrain is hilly, with absolute elevations from 189 to 250 m. Tungsten mineralization is confined to skarns, skarnoids, amphibolites, and to a lesser extent, dolomites, hornfels, and quartzites that have been metamorphosed as skarns. A total of six ore bodies have been identified, and are hosted in sheetlike and lens-shaped deposits (<xref ref-type="bibr" rid="r5">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated c</xref>).</p>
<p>The main industrially valuable mineral in the Sautbay mineral deposit is scheelite. The size of the scheelite grains in this deposit range from 0.002 to 1.5 mm, and the grains are found as xenomorphic phenocrysts, forming complex intergrowths with all ore minerals. The main ore minerals are arsenopyrite, chalcopyrite, hematite, magnetite, marcasite, pyrite, and pyrrhotite. Nonmetallic minerals are actinolite, carbonates, chlorite, feldspars, muscovite, pyroxene, quartz, and tremolite. There are three types of industrial ores&#x2014;carbonate (marbles created by skarn metamorphism), carbonate-aluminosilicate, and ores in granitoids, volcanics, and dikes that have been metamorphosed by skarn processes (<xref ref-type="bibr" rid="r5">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated c</xref>).</p>
<p>The resources of the Sautbay mineral deposit were estimated at 24,923 t of WO<sub>3</sub> with an average WO<sub>3</sub> content of 0.49 percent. In addition to tungsten, the reserves of gold grading 1.3 g/t were included, other coproduct components were copper, bismuth, and silver. The production plan was to produce 300 kt/yr of ore with average WO<sub>3</sub> content in production of 0.431 percent. The project would use an open-pit production method and a combined gravity-flotation processing technology with a WO<sub>3</sub> recovery rate of 80 percent. The construction projects would include a processing plant and engineering infrastructure that together would require a capital cost investment of $145 million (<xref ref-type="table" rid="t09">table 9</xref>; <xref ref-type="bibr" rid="r5">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam, undated c</xref>).</p>
<table-wrap id="t09" position="float"><label>Table 9</label><caption>
<title>Summary of data for the Sautbay mineral deposit, Navoiy Region, Uzbekistan.</title>
<p content-type="toc"><bold>Table 9.</bold>&#x2003;Summary of data for the Sautbay mineral deposit, Navoiy Region, Uzbekistan</p>
<p>[Data from <xref ref-type="bibr" rid="r5">Gosudarstvennyi Komitet Respubliki Uzbekistan po geologii i mineral&#x2019;nym resursam (undated c)</xref>. WO<sub>3</sub>, tungsten trioxide; kt, kiloton, g/t, grams per metric ton]</p></caption>
<table rules="groups">
<col width="58.34%"/>
<col width="41.66%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Sautbay mineral deposit</td>
<td valign="top" align="right" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Value or description</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Resources (WO<sub>3</sub>) in metric tons</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">24,923</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Average content in production, percent</td>
<td valign="top" align="right">0.431</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Mining type</td>
<td valign="top" align="left">Open pit</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Annual production, kt per year</td>
<td valign="top" align="right">300</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Project duration, years</td>
<td valign="top" align="right">15</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing technology</td>
<td valign="top" align="left">Gravity and flotation</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Recovery rate, percent</td>
<td valign="top" align="right">80</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Total capital cost, millions of U.S. dollars</td>
<td valign="top" align="right">$145</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Types of capital investment</td>
<td valign="top" align="left">Processing plant, infrastructure</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Gold content in ore, g/t</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">1.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The simulation of developing the Sautbay mineral deposit has a significantly larger capital cost ($145 million) than the other two mineral deposits examined in this report and would constitute a greater financial burden for a mining company. We also assumed that, under central parameter assumptions, operating costs were mining costs of $40 per mtu of WO<sub>3</sub> and processing costs of $80 per mtu of WO<sub>3.</sub> The revenue from gold recovery at the mine amounts to $94 per mtu of WO<sub>3</sub>, which contributes significantly to the financial viability of the mine. The NPV of the project for the central parameter assumptions is $97.6 million, and the capital investment payback is 6.8 years (<xref ref-type="table" rid="t10">table 10</xref>).</p>
<table-wrap id="t10" position="float"><label>Table 10</label><caption>
<title>Main financial assumptions and results for the Sautbay mineral deposit, Uzbekistan.</title>
<p content-type="toc"><bold>Table 10.</bold>&#x2003;Main financial assumptions and results for the Sautbay mineral deposit, Uzbekistan</p>
<p>[mtu, metric ton unit; 1 metric ton unit [mtu] of tungsten trioxide contains 7.93 kilograms [kg] of tungsten; WO<sub>3</sub>, tungsten trioxide; --, zero; NPV, net present value]</p></caption>
<table rules="groups">
<col width="67.48%"/>
<col width="32.52%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Assumptions and results</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Costs, net benefits, or years</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Price per mtu of WO<sub>3</sub> in U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$300</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Mine construction</td>
<td valign="top" align="right">--</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing plant construction in millions of U.S. dollars</td>
<td valign="top" align="right">$120</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Infrastructure construction in millions of U.S. dollars</td>
<td valign="top" align="right">$25</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total investment in millions of U.S. dollars</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$145</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Mining costs in millions of U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$40</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Processing costs in millions of U.S. dollars</td>
<td valign="top" align="right">$80</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Gold recovery costs in millions of U.S. dollars</td>
<td valign="top" align="right">&#x2212;$94</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total cost, U.S. dollars per mtu WO<sub>3</sub></td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">$26</td>
</tr>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">NPV in millions of U.S. dollars</td>
<td valign="top" align="right" style="border-top: solid 0.50pt">$97.6</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Capital payback period, years</td>
<td valign="top" align="right" style="border-bottom: solid 0.50pt">6.8</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Under the sensitivity analysis modifications, with capital investment varying from $116 million to $174 million and the price per mtu of WO<sub>3</sub> kept constant at $300, the payback period varies between 5.2 and 8.8 years, and when the tungsten product price varies between $240 per mtu and $360 per mtu and the cost of capital investment is kept constant at $145 million,, the payback period varies between 5.3 and 9.7 years. Overall, the lowest NPV obtained under high capital cost and low product prices is $15.5 million, which corresponds to the payback period of 12.9 years. The payback results may be low for the scale of the project, and may indicate a lack of financial strength (<xref ref-type="table" rid="t11">table 11</xref>).</p>
<table-wrap id="t11" position="float"><label>Table 11</label><caption>
<title>Sensitivity analysis results for the Sautbay mineral deposit, Uzbekistan.</title>
<p content-type="toc"><bold>Table 11.</bold>&#x2003;Sensitivity analysis results for the Sautbay mineral deposit, Uzbekistan</p>
<p>[mtu, metric ton unit; 1 metric ton unit [mtu] of tungsten trioxide contains 7.93 kilograms [kg] of tungsten; WO<sub>3</sub>, tungsten trioxide; NPV, net present value in millions of U.S. dollars; payback; capital payback in years]</p></caption>
<table rules="groups">
<col width="25.25%"/>
<col width="19.56%"/>
<col width="16.83%"/>
<col width="19.76%"/>
<col width="18.6%"/>
<thead>
<tr>
<td rowspan="2" valign="top" align="center" scope="rowgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Cost of capital investment</td>
<td rowspan="2" valign="top" align="center" scope="col" style="border-top: solid 0.50pt">NPV or Payback</td>
<td colspan="3" valign="top" align="center" scope="colgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Price per mtu of WO<sub>3</sub> in U.S. dollars</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="colgroup" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Low ($240)</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Medium ($300)</td>
<td valign="middle" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">High ($360)</td>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-top: solid 0.50pt" scope="rowgroup">Low ($116 million)</td>
<td valign="middle" align="center" style="border-top: solid 0.50pt">NPV</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$73.5</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$126.6</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">$179.7</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="row">Payback</td>
<td valign="middle" align="right">7.1</td>
<td valign="middle" align="right">5.2</td>
<td valign="middle" align="right">4.1</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="left" scope="rowgroup">Medium ($145 million)</td>
<td valign="middle" align="center">NPV</td>
<td valign="middle" align="right">$44.5</td>
<td valign="middle" align="right">$97.6</td>
<td valign="middle" align="right">$150.7</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="row">Payback</td>
<td valign="middle" align="right">9.7</td>
<td valign="middle" align="right">6.8</td>
<td valign="middle" align="right">5.3</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-bottom: solid 0.50pt" scope="rowgroup">High ($174 million)</td>
<td valign="middle" align="center">NPV</td>
<td valign="middle" align="right">$15.5</td>
<td valign="middle" align="right">$68.6</td>
<td valign="middle" align="right">$121.7</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" style="border-bottom: solid 0.50pt" scope="row">Payback</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">12.9</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">8.8</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">6.7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>The Price of Gold</title>
<p>Because the price of gold appears to be an important driver of the profitability for these hypothetical projects, we conducted a sensitivity analysis with respect to the price of gold. The methodology of the sensitivity analysis is the same as the methodology employed with respect to other costs and prices. Specifically, the price of gold was assumed to be $40,000 per kg for a low-price scenario and $60,000 per kg for a high-price scenario. Under the low-price scenario, NPV is reduced by 16.2 percent for the Koytash-Ugat deposit, by 8.1 percent for the Yakhton deposit, and by 17.2 percent for the Sautbay deposit. Under the high-price scenario, increases in NPV were 16.2 percent for the Koytash-Ugat deposit, 7.5 percent for the Yakhton deposit, and 17.2 percent for the Sautbay deposit (<xref ref-type="table" rid="t12">table 12</xref>).</p>
<table-wrap id="t12" position="float"><label>Table 12</label><caption>
<title>Sensitivity analysis results for changes in the price of gold for three mineral deposits in Uzbekistan.</title>
<p content-type="toc"><bold>Table 12.</bold>&#x2003; Sensitivity analysis results for changes in the price of gold for three mineral deposits in Uzbekistan</p>
<p>[NPV, net present value in millions of U.S. dollars; payback; capital payback in years]</p></caption>
<table rules="groups">
<col width="19.34%"/>
<col width="19.32%"/>
<col width="20.12%"/>
<col width="21%"/>
<col width="20.22%"/>
<thead>
<tr>
<td rowspan="2" valign="top" align="center" scope="rowgroup" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">Deposit</td>
<td rowspan="2" valign="top" align="center" scope="col" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">NPV or Payback</td>
<td colspan="3" valign="top" align="center" scope="colgroup" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">Price of gold per kilogram in U.S. dollars</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" scope="colgroup" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">Low ($40,000)</td>
<td valign="middle" align="center" scope="col" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">Medium ($50,000)</td>
<td valign="middle" align="center" scope="col" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">High ($60,000)</td>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt" scope="rowgroup">Koytash-Ugat</td>
<td valign="middle" align="center" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">NPV</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$91.4</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$109.1</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$126.8</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt" scope="row">Payback</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">3.0</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">3.3</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">2.7</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt" scope="rowgroup">Yakhton</td>
<td valign="middle" align="center" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">NPV</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$109.6</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$119.2</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$128.1</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt" scope="row">Payback</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">4.4</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">4.2</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">3.9</td>
</tr>
<tr>
<td rowspan="2" valign="middle" align="left" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt" scope="rowgroup">Sautbay</td>
<td valign="middle" align="center" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">NPV</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$80.8</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$97.6</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">$114.4</td>
</tr>
<tr>
<td valign="middle" colspan="1" align="center" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt" scope="row">Payback</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">7.5</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">6.8</td>
<td valign="middle" align="right" style="border-left: solid 0.50pt; border-top: solid 0.50pt; border-right: solid 0.50pt; border-bottom: solid 0.50pt">6.3</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec>
<title>Tungsten Production Implications</title>
<p>The hypothetical scenarios considered in this study suggest that, if developed, the Koytash-Ugat, the Yakhton, and the Sautbay mineral deposits in Uzbekistan could produce a total of about 36,600 t of tungsten trioxide over the lifetime of the respective mines. If in operation simultaneously, the three mines could produce about 2,163 t per year of tungsten, which would constitute about 2.6 percent of the annual world production making Uzbekistan the third-ranked producer of tungsten in the world (<xref ref-type="table" rid="t13">table 13</xref>). In addition, new tungsten production in Uzbekistan could contribute to the reduction of tungsten criticality by decreasing the production concentration of tungsten.</p>
<table-wrap id="t13" position="float"><label>Table 13</label><caption>
<title>Expected potential production of tungsten in metric tons from three mineral deposits in Uzbekistan.</title>
<p content-type="toc"><bold>Table 13.</bold>&#x2003; Expected potential production of tungsten in metric tons from three mineral deposits in Uzbekistan</p>
<p>[1 metric ton of tungsten trioxide (WO<sub>3</sub>) is equivalent to 0.793 metric ton of tungsten (W)]</p></caption>
<table rules="groups">
<col width="37.21%"/>
<col width="18.02%"/>
<col width="15.69%"/>
<col width="14.42%"/>
<col width="14.66%"/>
<thead>
<tr>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Production in metric tons</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Koytash-Ugat</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Yakhton</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Sautbay</td>
<td valign="top" align="center" scope="col" style="border-top: solid 0.50pt; border-bottom: solid 0.50pt">Total</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="border-top: solid 0.50pt" scope="row">Annual expected production, WO<sub>3</sub></td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">859.3</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">834.4</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">1,034.4</td>
<td valign="middle" align="right" style="border-top: solid 0.50pt">2,728.1</td>
</tr>
<tr>
<td valign="top" align="left" scope="row">Annual expected production, W</td>
<td valign="middle" align="right">681.4</td>
<td valign="middle" align="right">661.7</td>
<td valign="middle" align="right">820.3</td>
<td valign="middle" align="right">2,163.4</td>
</tr>
<tr>
<td valign="top" align="left" style="border-bottom: solid 0.50pt" scope="row">Total expected WO<sub>3,</sub> production over life of the mine</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">7,733.9</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">13,349.6</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">15,516.0</td>
<td valign="middle" align="right" style="border-bottom: solid 0.50pt">36,599.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>Potential Implications of Tungsten Deposit Development in Uzbekistan for Critical Mineral Supply</title>
<p>The methodology developed for determining whether a specific mineral should be considered as critical evaluates three essential components of risk&#x2014;disruption potential, trade exposure, and economic vulnerability (<xref ref-type="bibr" rid="r7">Nassar and others, 2020</xref>; <xref ref-type="bibr" rid="r8">Nassar and Fortier, 2021</xref>). In the USGS critical mineral model, which was used to produce the critical mineral list of 2022 (<xref ref-type="bibr" rid="r20">U.S. Geological Survey, 2022</xref>), trade exposure and economic vulnerability reflect U.S. import reliance and U.S. manufacturers&#x2019; ability to withstand hardship related to supply disruption, and are outside of the scope of this study.</p>
<p>Disruption potential is computed as a linear combination of the elements of the Herfindahl-Hirschman Index (HHI), and it is weighted to indicate country-specific willingness and ability to supply specific commodities. An unweighted HHI is used to assess industry concentration&#x2014;in particular, it is commonly used by the U.S. Department of Justice to evaluate the effect of horizontal mergers and acquisitions (<xref ref-type="bibr" rid="r19">U.S. Department of Justice and the Federal Trade Commission, 2023</xref>). The unweighted HHI is calculated as the sum of squared market shares (measured as a percentage) of market participants. Low concentration of an industry is associated with an unweighted HHI below 1,500; moderate concentration of an industry is associated with an HHI between 1,500 and 2,500; and an HHI above 2,500 is considered to be a sign of a highly concentrated industry. In the case of a complete monopoly, a single supplier capturing 100 percent of the market results in an HHI of 10,000 (<xref ref-type="bibr" rid="r19">U.S. Department of Justice and the Federal Trade Commission, 2023</xref>, p. 5&#x2013;6).</p>
<p>Based on the 2022 world tungsten production data (<xref ref-type="table" rid="t01">table 1</xref>), the unweighted HHI is 6,890 and reflects China&#x2019;s dominance in tungsten production. Under the hypothetical scenario described in this paper, where three tungsten deposits in Uzbekistan are developed and produce 2,163 tons per year of tungsten, the unweighted HHI would decrease to 6,539, or by 351 points. Although world tungsten mining would still remain highly concentrated, development of the three deposits in Uzbekistan could reduce the degree of tungsten industry concentration and reduce its disruption potential.</p>
</sec>
<sec>
<title>Discussion</title>
<p>One way to decrease the level of criticality for a critical mineral is to diversify where that mineral is mined. An obstacle to decreasing the level of criticality for a critical mineral is the availability of quality mineral resources that are economical to produce. In this report, we examined data from three tungsten deposits in Uzbekistan and considered whether these deposits could be developed in the near future (in the next 3 to 5 years). Using synthetic simulation analyses, we have shown that under certain assumptions, these tungsten deposits may be successfully developed and could increase world production of tungsten by 2.7 percent.</p>
<p>There are several important caveats with this study. Because of the nature of these analyses, the rate of uncertainty of the parameters is relatively high. In addition, the results appear to depend on the price of tungsten, which can be volatile, and on the coproduction of other high-value mineral resources, such as gold, that may make marginally economic projects more robust. More publicly accessible feasibility studies could make the modeling of the development of mineral resources, including critical minerals, more transparent for researchers, investors, and the public. The current study focuses on the mining stage only and assumes that the product at this stage is the tungsten trioxide concentrate. Complete evaluation of tungsten production would entail considerations such as whether the mined tungsten product is sent to another country for further processing and how the cost and logistics of the metallurgical processing would affect the profitability of the complete production process.</p>
</sec>
</body>
</book-part>
</book-body>
<book-back>
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</book-back>
</book>
