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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/feart.2018.00176</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>An Experimental Examination of Thermal Conductivity Anisotropy in <italic>hcp</italic> Iron</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ohta</surname> <given-names>Kenji</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/340035/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Nishihara</surname> <given-names>Yu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sato</surname> <given-names>Yuki</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hirose</surname> <given-names>Kei</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yagi</surname> <given-names>Takashi</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kawaguchi</surname> <given-names>Saori I.</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hirao</surname> <given-names>Naohisa</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ohishi</surname> <given-names>Yasuo</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Earth and Planetary Sciences, Tokyo Institute of Technology</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Geodynamics Research Center, Ehime University</institution>, <addr-line>Ehime</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Earth-Life Science Institute, Tokyo Institute of Technology</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Earth and Planetary Science, The University of Tokyo</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country></aff>
<aff id="aff5"><sup>5</sup><institution>National Metrology Institute of Japan, National Institute of Advanced Industrial Science and Technology</institution>, <addr-line>Ibaraki</addr-line>, <country>Japan</country></aff>
<aff id="aff6"><sup>6</sup><institution>Japan Synchrotron Radiation Research Institute</institution>, <addr-line>Hyogo</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Takashi Nakagawa, University of Hong Kong, Hong Kong</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ikuro Sumita, Kanazawa University, Japan; Bin Chen, University of Hawaii at Manoa, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Kenji Ohta <email>k-ohta&#x00040;geo.titech.ac.jp</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Solid Earth Geophysics, a section of the journal Frontiers in Earth Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>11</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>6</volume>
<elocation-id>176</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>06</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>10</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Ohta, Nishihara, Sato, Hirose, Yagi, Kawaguchi, Hirao and Ohishi.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Ohta, Nishihara, Sato, Hirose, Yagi, Kawaguchi, Hirao and Ohishi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>The Earth&#x00027;s core mainly consists of iron, and its thermal transport properties are of vital importance for our understanding of the thermal evolution and the dynamics of the core and the mantle. However, the reported values of thermal conductivity of iron at the core conditions are so far inconclusive. Although hexagonal closed-packed (<italic>hcp</italic>) iron is often studied as a proxy metal to investigate the physical properties not only of the inner core, but also the outer core, the anisotropy of the thermal conductivity of <italic>hcp</italic> iron has never been experimentally examined. Here we report the results of texture analyses by means of synchrotron X-ray diffraction experiments and thermal conductivity measurements on polycrystalline <italic>hcp</italic> iron up to 44.5 GPa and 300 K. These results indicate that the thermal conductivity of single crystal <italic>hcp</italic> iron along <italic>c</italic> axis is about 3&#x02013;4 times higher than that along <italic>a</italic> axis, which could have partially caused the controversial values of the thermal conductivity of <italic>hcp</italic> iron at the Earth&#x00027;s core conditions.</p></abstract>
<kwd-group>
<kwd><italic>hcp</italic> iron</kwd>
<kwd>Earth&#x00027;s core</kwd>
<kwd>thermal conductivity</kwd>
<kwd>XRD</kwd>
<kwd>thermoreflectance (TR)</kwd>
<kwd>diamond anvil cell (DAC)</kwd>
</kwd-group>
<counts>
<fig-count count="12"/>
<table-count count="2"/>
<equation-count count="14"/>
<ref-count count="59"/>
<page-count count="15"/>
<word-count count="8734"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>At some point in the past, the Earth&#x00027;s liquid iron alloy core began to crystallize at Earth&#x00027;s center, resulting in the birth and growth of the solid inner core. Energy considerations indicate that the power delivered to the present-day geodynamo comes mainly from the growth of the solid inner core that induces light element and latent heat releases at the inner core boundary (ICB) (Verhoogen, <xref ref-type="bibr" rid="B53">1961</xref>; Braginsky, <xref ref-type="bibr" rid="B7">1963</xref>; Lister, <xref ref-type="bibr" rid="B26">2003</xref>). On the other hand, before the birth of an inner core, the geodynamo was powered by secular cooling alone, or was possibly helped by an exsolution of MgO and SiO<sub>2</sub> (Badro et al., <xref ref-type="bibr" rid="B3">2016</xref>; O&#x00027;Rourke and Stevenson, <xref ref-type="bibr" rid="B37">2016</xref>; Du et al., <xref ref-type="bibr" rid="B13">2017</xref>; Hirose et al., <xref ref-type="bibr" rid="B18">2017</xref>). On this note, the birth of the inner core must have been a major event for the geodynamo and could be observed in the paleointensity records (Biggin et al., <xref ref-type="bibr" rid="B6">2015</xref>; Smirnov et al., <xref ref-type="bibr" rid="B47">2016</xref>; Landeau et al., <xref ref-type="bibr" rid="B25">2017</xref>). However, the age of the inner core is still under hot debate, mainly due to controversial estimates of the thermal conductivity of iron that critically affect thermal evolution of the core (e.g., Williams, <xref ref-type="bibr" rid="B54">2018</xref>).</p>
<p>The conductivity of hexagonal closed-packed (<italic>hcp</italic>) iron has been experimentally determined in a laser-heated diamond anvil cell (DAC) at the pressure (<italic>P</italic>) and temperature (<italic>T</italic>) conditions corresponding to the upper part of Earth&#x00027;s outer core (Kon&#x000F4;pkov&#x000E1; et al., <xref ref-type="bibr" rid="B23">2016</xref>; Ohta et al., <xref ref-type="bibr" rid="B35">2016</xref>). It was surprising to see that the reported thermal conductivity of <italic>hcp</italic> iron showed about septuple difference at 135 GPa and 4,000 K corresponding to the Earth&#x00027;s core-mantle boundary (CMB) condition. Due to the experimental difficulty in measuring thermal conductivity at such extremely high <italic>P-T</italic> conditions, conventional studies have measured electrical conductivity (&#x003C3;, the inverse of electrical resistivity) of iron and iron alloys, and then converted it to the electronic thermal conductivity (&#x003BA;<sub>el</sub>) via the Wiedemann-Franz relation,</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>l</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>&#x003C3;</mml:mi><mml:mi>T</mml:mi><mml:mi>L</mml:mi><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where <italic>T</italic> is absolute temperature and <italic>L</italic> is the Lorenz number. The ideal (i.e., Sommerfeld) Lorenz number <italic>L</italic><sub>0</sub> is 2.45 &#x000D7; 10<sup>&#x02212;8</sup> W&#x003A9;/K<sup>2</sup>. Ohta et al. (<xref ref-type="bibr" rid="B35">2016</xref>) likewise measured the electrical resistivity of solid iron to the core pressure and temperature conditions. Their resistivity data demonstrated the &#x003BA;<sub>el</sub> of <italic>hcp</italic> iron to be 226(&#x0002B;71/&#x02212;31) W/m/K at the CMB when the Wiedemann-Franz relation with <italic>L</italic><sub>0</sub> was applied. On the other hand, Kon&#x000F4;pkov&#x000E1; et al. (<xref ref-type="bibr" rid="B23">2016</xref>) carried out fast thermal radiation detection experiments and estimated high-<italic>P</italic>/high-<italic>T</italic> thermal conductivity of iron on the basis of finite element modeling to reproduce the detected temperature decay in a laser-heated DAC. Their study advocated the thermal conductivity value of iron at the CMB to be 33 &#x000B1; 7 W/m/K. What causes the discrepancy between these two studies? One possibility is that the Wiedemann-Franz relation cannot be directly applied at very high <italic>P-T</italic> conditions corresponding to the core conditions (Dobson, <xref ref-type="bibr" rid="B12">2016</xref>). The Lorenz number might be strongly temperature and pressure dependent. Inelastic electron-electron scattering might be enhanced at the extreme pressures and temperatures, which is not considered in the Wiedemann-Franz law (Pourovskii et al., <xref ref-type="bibr" rid="B39">2017</xref>; Secco, <xref ref-type="bibr" rid="B44">2017</xref>). Indeed, liquid lead (Pb) and tin (Sn) show breakdown of the Wiedemann-Franz law at high temperature conditions (Yamasue et al., <xref ref-type="bibr" rid="B56">2003</xref>).</p>
<p>Anisotropic conductivity in a <italic>hcp</italic> iron sample with strong crystallographic preferred orientation (CPO) is another likely culprit of the discrepancy in the estimated iron conductivities by Kon&#x000F4;pkov&#x000E1; et al. (<xref ref-type="bibr" rid="B23">2016</xref>) and Ohta et al. (<xref ref-type="bibr" rid="B35">2016</xref>). Both studies used iron foil as a sample and compressed it to its thickness direction in a DAC. The direction of thermal conductivity measurement performed by Kon&#x000F4;pkov&#x000E1; et al. (<xref ref-type="bibr" rid="B23">2016</xref>) was parallel to the compression axis of the DAC, while the direction of electrical resistivity measurement by Ohta et al. (<xref ref-type="bibr" rid="B35">2016</xref>) was perpendicular to the DAC compression. If the <italic>hcp</italic> iron sample used in their studies had strong CPO and the conductivity of <italic>hcp</italic> iron is crystallographically anisotropic, the measured conductivities would differ from each other. However, to our knowledge, the conductivity anisotropy in <italic>hcp</italic> iron has never been examined. The <italic>hcp</italic> phase of iron is stable above 13 GPa and unquenchable to ambient conditions, so that <italic>in-situ</italic> high-<italic>P</italic> determination of anisotropic conductivity is imperative. As analog materials of <italic>hcp</italic> iron, one can review reports of the conductivity anisotropy in other <italic>hcp</italic> metals that are stable at ambient conditions, which shows that the magnitudes of conductivity anisotropy differ from each other (Hall et al., <xref ref-type="bibr" rid="B17">1959</xref>; Nellis and Legvold, <xref ref-type="bibr" rid="B33">1969</xref>; Spedding et al., <xref ref-type="bibr" rid="B48">1971</xref>; Alderson and Hurd, <xref ref-type="bibr" rid="B2">1975</xref>; Stierman et al., <xref ref-type="bibr" rid="B50">1983</xref>; Sanborn et al., <xref ref-type="bibr" rid="B42">1989</xref>; Balog and Secco, <xref ref-type="bibr" rid="B4">1999</xref>; Secco and Balog, <xref ref-type="bibr" rid="B45">2001</xref>). For instance, the electrical conductivity of <italic>hcp</italic> scandium (Sc) along the <italic>c</italic> axis is 2.3 times as high as that along the <italic>a</italic> axis (Spedding et al., <xref ref-type="bibr" rid="B48">1971</xref>), while the conductivity of <italic>hcp</italic> cobalt (Co) along the <italic>a</italic> axis is 80% larger than that along the <italic>c</italic> axis (Sanborn et al., <xref ref-type="bibr" rid="B42">1989</xref>).</p>
<p>As an experimental examination of the thermal conductivity anisotropy in <italic>hcp</italic> iron, we performed synchrotron X-ray diffraction (XRD) and thermal conductivity measurements on polycrystalline <italic>hcp</italic> iron with CPO <italic>in-situ</italic> at high <italic>P</italic> up to 44.5 GPa and 300 K in a DAC. We analyzed the results and found anisotropic thermal conductivity of <italic>hcp</italic> iron single crystal; thermal conductivity along the <italic>c</italic> axis (&#x003BA;<sub>c</sub>) is about 3&#x0007E;4 times higher than that along the <italic>a</italic> axis (&#x003BA;<sub>a</sub>). The anisotropy in the <italic>hcp</italic> iron thermal conductivity could partially be the cause of the discrepancy between the reported iron conductivity values (Kon&#x000F4;pkov&#x000E1; et al., <xref ref-type="bibr" rid="B23">2016</xref>; Ohta et al., <xref ref-type="bibr" rid="B35">2016</xref>). If the observed conductivity anisotropy in <italic>hcp</italic> iron is preserved to the Earth&#x00027;s inner core conditions, it may have a strong influence on the heat transfer in the Earth&#x00027;s inner core.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<p>We performed eight separate sets of experiments to examine the anisotropy in the thermal conductivity of single crystal <italic>hcp</italic> iron up to 44.5 GPa at 300 K (Table <xref ref-type="table" rid="T1">1</xref>). Our procedure follows these four steps:</p>
<list list-type="order">
<list-item><p>We used three types of iron starting materials with different CPO and transformed them to <italic>hcp</italic> iron in a DAC.</p></list-item>
<list-item><p>We collected XRD data of the <italic>hcp</italic> iron samples in two directions: parallel and orthogonal to the DAC compression axis. The obtained XRD data were analyzed to determine CPO in the <italic>hcp</italic> iron samples as reported in the previous studies (Merkel et al., <xref ref-type="bibr" rid="B29">2004</xref>; Miyagi et al., <xref ref-type="bibr" rid="B31">2008</xref>; Nishihara et al., <xref ref-type="bibr" rid="B34">2018</xref>).</p></list-item>
<list-item><p>After the CPO analyses, thermal conductivity measurements were performed on the textured <italic>hcp</italic> iron <italic>in-situ</italic> at high <italic>P</italic>.</p></list-item>
<list-item><p>We calculated &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> of single crystal <italic>hcp</italic> iron from the obtained CPO information and measured thermal conductivity of the polycrystalline <italic>hcp</italic> iron sample assuming an aggregate texture.</p></list-item>
</list>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Experimental conditions and the results.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Run &#x00023;</bold></th>
<th valign="top" align="left"><bold>Starting material</bold></th>
<th valign="top" align="left"><bold>Pressure, <italic>P</italic> (GPa)</bold></th>
<th valign="top" align="left"><bold>Thermal diffusivity, <italic>D</italic> (mm<sup>2</sup>/s)</bold></th>
<th valign="top" align="left"><bold>Density, &#x003C1; (kg/m<sup>3</sup>)</bold></th>
<th valign="top" align="left"><bold>Isobaric heat capacity, <italic>C<sub><italic>P</italic></sub></italic> (J/kg/K)</bold></th>
<th valign="top" align="left"><bold>Thermal conductivity, &#x003BA; (W/m/K)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Wire</td>
<td valign="top" align="left">16.0 (20)</td>
<td valign="top" align="left">4.7 (4)</td>
<td valign="top" align="left">8966.4</td>
<td valign="top" align="left">510.2</td>
<td valign="top" align="left">21.7 (17)</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Foil</td>
<td valign="top" align="left">18.5 (2)</td>
<td valign="top" align="left">3.6 (2)</td>
<td valign="top" align="left">9046.4</td>
<td valign="top" align="left">502.2</td>
<td valign="top" align="left">16.5 (7)</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Foil</td>
<td valign="top" align="left">23.1 (11)</td>
<td valign="top" align="left">4.9 (6)</td>
<td valign="top" align="left">9191.1</td>
<td valign="top" align="left">488.1</td>
<td valign="top" align="left">21.9 (28)</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Foil</td>
<td valign="top" align="left">24.5 (11)</td>
<td valign="top" align="left">4.4 (2)</td>
<td valign="top" align="left">9235.4</td>
<td valign="top" align="left">483.9</td>
<td valign="top" align="left">19.6 (9)</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Powder</td>
<td valign="top" align="left">39.9 (14)</td>
<td valign="top" align="left">7.1 (9)</td>
<td valign="top" align="left">9669.2</td>
<td valign="top" align="left">444.6</td>
<td valign="top" align="left">30.4 (40)</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Wire</td>
<td valign="top" align="left">41.2 (23)</td>
<td valign="top" align="left">9.3 (14)</td>
<td valign="top" align="left">9704.2</td>
<td valign="top" align="left">441.6</td>
<td valign="top" align="left">39.9 (61)</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Foil</td>
<td valign="top" align="left">41.6 (7)</td>
<td valign="top" align="left">6.8 (5)</td>
<td valign="top" align="left">9712.3</td>
<td valign="top" align="left">441.2</td>
<td valign="top" align="left">29.3 (23)</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Wire</td>
<td valign="top" align="left">44.5 (17)</td>
<td valign="top" align="left">9.6 (4)</td>
<td valign="top" align="left">9787.9</td>
<td valign="top" align="left">434.5</td>
<td valign="top" align="left">41.0 (17)</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec>
<title>High pressure apparatus and iron starting materials</title>
<p>High-<italic>P</italic> conditions were generated in a symmetric-type DAC with 300 &#x003BC;m flat culet diamond anvils. Body centered cubic (<italic>bcc</italic>) to <italic>hcp</italic> phase transformation of iron occurring around 13 GPa and 300 K is considered to be a prototypical martensitic transition. A number of studies reported that the texture of <italic>hcp</italic> iron is basically inherited from <italic>bcc</italic> iron across the transition (Merkel et al., <xref ref-type="bibr" rid="B29">2004</xref>; Miyagi et al., <xref ref-type="bibr" rid="B31">2008</xref>; Ishimatsu et al., <xref ref-type="bibr" rid="B19">2014</xref>; Dewaele et al., <xref ref-type="bibr" rid="B11">2015</xref>; Nishihara et al., <xref ref-type="bibr" rid="B34">2018</xref>). Therefore, we anticipated synthesizing <italic>hcp</italic> iron samples with different textures in a DAC by using various types of textured <italic>bcc</italic> iron starting material. Here we used three types of <italic>bcc</italic> iron sample: foil, sintered powder, and wire. A high-purity iron foil (99.99%) with 10 &#x003BC;m initial thickness was cut into a disk shape and compressed to its thickness direction in a DAC (Figures <xref ref-type="fig" rid="F1">1A</xref>, <xref ref-type="fig" rid="F2">2A</xref>). The iron foil has a relatively heterogeneous grain-size distribution, with the largest grains being a few micro-meters in size (Figure <xref ref-type="fig" rid="F1">1A</xref>). This foil sample was also used in the previous studies (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>; Ohta et al., <xref ref-type="bibr" rid="B35">2016</xref>). Iron powder (99.9% purity) with a few micro-meters grain size was sintered in a deformation-DIA apparatus (D-DIA), MADONNA-I, at the Geodynamics Research Center, Ehime University. It was sintered at 2 GPa and 600&#x000B0;C for 1 h, then deformed by advancing each differential-ram by 0.4 mm (Figure <xref ref-type="fig" rid="F1">1B</xref>). We cut a disk (90 &#x003BC;m in diameter and 10 &#x003BC;m initial thickness) out of the sintered and deformed iron batch and loaded it into a DAC (Figure <xref ref-type="fig" rid="F2">2B</xref>). Compression direction by a DAC is parallel to the deformation direction by a D-DIA. In the sintered iron powder, an array of iron oxide (black dots in Figure <xref ref-type="fig" rid="F1">1B</xref>) that originally formed on the surface of grains in the powder was observed. The volume fraction of the iron oxide was estimated to be &#x0003C; 2% based on the image analysis. The grain size of iron in this starting material is judged to be significantly smaller than that of the original powder (a few hundred nanometers). The <italic>bcc</italic> iron wire (99.99% purity) with 100 &#x003BC;m in diameter was sliced to about 10 &#x003BC;m thick, and then loaded into the sample chamber of a DAC. The iron wire has a homogeneous microstructure, which consists of very small, wavy grains with about 0.1 &#x003BC;m width (Figure <xref ref-type="fig" rid="F1">1C</xref>). The compression direction in a DAC is parallel to the length direction of the <italic>bcc</italic> iron wire (Figure <xref ref-type="fig" rid="F2">2C</xref>). We employed the two-stage amorphous boron plus Kapton gasket that enabled us to perform radial XRD measurement for sample texture analysis (Merkel and Yagi, <xref ref-type="bibr" rid="B30">2005</xref>) (Figures <xref ref-type="fig" rid="F3">3</xref>, <xref ref-type="fig" rid="F4">4</xref>). SiO<sub>2</sub> glass was used as a pressure transmitting medium.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Back-scattered electron (BSE) image of the <italic>bcc</italic> iron starting materials; <bold>(A)</bold> foil, <bold>(B)</bold> sintered and deformed powder, and <bold>(C)</bold> wire. These images were obtained using a scanning electron microscope equipped with a field emission gun (FE-SEM, JEO JSM-7000F) with accelerating voltage of 10 kV and probe current of 8 nA. Observed cross sections are normal to compression axis in the subsequent DAC experiments. Contrast in gray area is orientation contrast in iron whereas black dots in <bold>(B)</bold> are iron oxide.</p></caption>
<graphic xlink:href="feart-06-00176-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Schematics of iron starting materials. Black arrows indicate the compressional direction of a DAC. <bold>(A)</bold> Iron foil with initial thickness of 10 &#x003BC;m. <bold>(B)</bold> Iron powder that was sintered in a D-DIA apparatus at 2 GPa and 600&#x000B0;C for 1 h, then deformed uniaxially with approximate strain rate of 2 &#x000D7; 10<sup>&#x02212;5</sup> s<sup>&#x02212;1</sup> at room temperature. <bold>(C)</bold> Iron wire (100 &#x003BC;m in diameter) was sliced to about 10 &#x003BC;m thick.</p></caption>
<graphic xlink:href="feart-06-00176-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Schematics of the experiment. <bold>(A)</bold> Directions of incident X-ray for axial and radial XRD measurements. <bold>(B)</bold> Ray paths of laser beams for thermoreflectance measurements in a DAC. p.m. indicates pressure transmitting medium.</p></caption>
<graphic xlink:href="feart-06-00176-g0003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Unrolled XRD images of iron starting materials, <bold>(A)</bold> foil, <bold>(B)</bold> sintered powder, and <bold>(C)</bold> wire obtained at 1 bar. Upper panels show XRD images obtained from the axial geometry, and lower panels are the radial XRD images. Miller indices of <italic>bcc</italic> iron are shown in the upper left panel. Horizontal gray line in each image is a shadow of beam stopper holder. Wavelength of incident X-ray was 0.247 &#x000C5;.</p></caption>
<graphic xlink:href="feart-06-00176-g0004.tif"/>
</fig>
</sec>
<sec>
<title>Synchrotron XRD measurements and texture analysis</title>
<p>For phase identification and texture analyses, angle-dispersive two-dimensional XRD measurements were conducted on the iron samples in a DAC at BL10XU, SPring-8. The wavelengths of the monochromatic incident X-ray beam were 0.247&#x0007E;0.413 &#x000C5; (30&#x0007E;50 keV) and the incident X-ray was collimated to about 10 &#x003BC;m in diameter. The XRD images were recorded on an imaging plate (IP) detector (RIGAKU R-AXIS V<sup>&#x0002B;&#x0002B;</sup>) with a typical exposure time of 30 s. The XRD data for the iron sample in a DAC were collected in both axial and radial diffraction geometries where the sample is irradiated with X-rays both parallel and perpendicular to the DAC compression axis, respectively, in order to increase pole figure coverage (Figure <xref ref-type="fig" rid="F3">3A</xref>). In runs 1 and 4, only the axial XRD spectrum was collected. Pressures were determined by using an equation of state (EOS) of <italic>hcp</italic> iron (Yamazaki et al., <xref ref-type="bibr" rid="B57">2012</xref>).</p>
<p>Axial and radial XRD images were quantitatively analyzed for determination of CPO using the Rietveld method as implemented in the software package MAUD (Lutterotti et al., <xref ref-type="bibr" rid="B28">2014</xref>). First, the XRD images were integrated from 0&#x000B0; to 360&#x000B0; azimuth angles over 5&#x000B0; sectors to produce 72 patterns (Figure <xref ref-type="fig" rid="F4">4</xref>). Sample to the IP distance, wavelength of incident X-ray, and the IP geometry were calibrated with CeO<sub>2</sub> standard. The sample CPO is calculated by the E-WIMV algorithm to produce an orientation distribution function (ODF) with a resolution of 15&#x000B0;. No symmetry constraint was applied in the analysis.</p>
</sec>
<sec>
<title>High-pressure thermal conductivity measurement</title>
<p>Thermal conductivity (&#x003BA;) is a function of thermal diffusivity (<italic>D</italic>), density (&#x003C1;), and isobaric heat capacity (<italic>C</italic><sub><italic>P</italic></sub>): &#x003BA; &#x0003D; <italic>D</italic>&#x003C1;<italic>C</italic><sub><italic>P</italic></sub>. The <italic>D</italic> of <italic>hcp</italic> iron at high <italic>P</italic> was measured by means of the pulsed light heating thermoreflectance technique in a DAC at Tokyo Institute of Technology (Figure <xref ref-type="fig" rid="F3">3B</xref>). Details of the measurement system and the analytical methods of this technique have been described in the literature (Yagi et al., <xref ref-type="bibr" rid="B55">2011</xref>; Ohta et al., <xref ref-type="bibr" rid="B36">2017</xref>). The density (&#x003C1;) of <italic>hcp</italic> iron was determined from the present XRD data. The isobaric specific heat capacity (<italic>C</italic><sub><italic>P</italic></sub>) was calculated from the thermodynamic relations and the reported thermoelastic parameters of <italic>hcp</italic> iron (Yamazaki et al., <xref ref-type="bibr" rid="B57">2012</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Crystallographic-preferred orientation of iron samples</title>
<p>Prior to the high-<italic>P</italic> experiments, we investigated the CPO of <italic>bcc</italic> iron starting materials loaded into a DAC at ambient conditions. Figure <xref ref-type="fig" rid="F4">4</xref> presents the variations in the diffraction intensity for (110), (200), (211), and (220) diffractions of the three-types of <italic>bcc</italic> iron starting material. We used these four XRD peaks for texture analyses with the MAUD program, and acquired pole figures of the <italic>bcc</italic> samples (Figure <xref ref-type="fig" rid="F5">5</xref>). Pole densities are expressed in multiples of random distribution (m.r.d.). The <italic>bcc</italic> iron foil showed a single crystal-like CPO with an alignment of &#x0003C;111&#x0003E; along its compression axis and an alignment of &#x0003C;110&#x0003E; on the radial plane (Figure <xref ref-type="fig" rid="F5">5A</xref>). Since the foil included large grains, as shown in Figure <xref ref-type="fig" rid="F1">1A</xref>, the number of grains in a diffraction volume might be limited. This would be the reason for the single crystal-like CPO of this sample. Although the CPO of <italic>bcc</italic> iron foil was only determined in Run 3, the CPO could be entirely different in each run due to the limited number of grains in a sample volume of a DAC experiment. The sintered and deformed <italic>bcc</italic> iron powder showed an almost axi-symmetric CPO pattern with concentrations of &#x0003C;100&#x0003E; and &#x0003C;111&#x0003E; along its compression axis (Figure <xref ref-type="fig" rid="F5">5B</xref>). This is consistent with reports by Merkel et al. (<xref ref-type="bibr" rid="B29">2004</xref>) and Nishihara et al. (<xref ref-type="bibr" rid="B34">2018</xref>), where similar CPO was formed by uniaxial compression of randomly textured <italic>bcc</italic> iron. The <italic>bcc</italic> iron wire had an almost random texture as shown in Figure <xref ref-type="fig" rid="F5">5C</xref>.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Pole figures of <bold>(A)</bold> foil, <bold>(B)</bold> powder, and <bold>(C)</bold> wire of <italic>bcc</italic> iron starting materials at ambient conditions showing the variation in the crystallographic orientation of the &#x0003C;110&#x0003E;, &#x0003C; 100&#x0003E;, and &#x0003C;111&#x0003E; directions. The direction of a DAC compression is in the center of the pole figure.</p></caption>
<graphic xlink:href="feart-06-00176-g0005.tif"/>
</fig>
<p>The polycrystalline <italic>bcc</italic> iron starting materials loaded into a DAC were squeezed to transform them into <italic>hcp</italic> iron. In all eight runs, we collected XRD data for <italic>hcp</italic> iron and obtained their CPO patterns. Figure <xref ref-type="fig" rid="F6">6</xref> shows the representative XRD data for <italic>hcp</italic> iron obtained at 41.6 GPa in both axial and radial geometries. Five XRD peaks from the (10<inline-formula><mml:math id="M2"><mml:mover accent="true"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0), (0002), (10<inline-formula><mml:math id="M3"><mml:mover accent="true"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>1), (10<inline-formula><mml:math id="M4"><mml:mover accent="true"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>2), and (11<inline-formula><mml:math id="M5"><mml:mover accent="true"><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0) diffractions were used for texture analyses. The obtained pole figures of <italic>hcp</italic> iron clearly show that the CPO of <italic>hcp</italic> iron differs depending on the texture of the starting materials (Figure <xref ref-type="fig" rid="F7">7</xref>). The CPO of <italic>hcp</italic> phase derived from powder <italic>bcc</italic> iron is characterized by an alignment of &#x0003C;11<inline-formula><mml:math id="M6"><mml:mover accent="true"><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0&#x0003E; parallel to the compression axis and &#x0003C;0001&#x0003E; on the radial plane (Figure <xref ref-type="fig" rid="F6">6B</xref>). This is largely consistent with the Burgers orientation relationship, {110}<sub><italic>bcc</italic></sub>//{0001}<sub><italic>hcp</italic></sub> and &#x0003C;111&#x0003E;<sub><italic>bcc</italic></sub>// &#x0003C;11<inline-formula><mml:math id="M7"><mml:mover accent="true"><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0&#x0003E;<sub><italic>hcp</italic></sub>, for a martensitic transformation between <italic>bcc</italic> and <italic>hcp</italic> phases. The orientation of &#x0003C;0001&#x0003E; is not axi-symmetric, but lies along a particular direction (Figure <xref ref-type="fig" rid="F7">7B</xref>); although the orientation of &#x0003C;110&#x0003E; in the <italic>bcc</italic> starting material is nearly axi-symmetric (Figure <xref ref-type="fig" rid="F5">5B</xref>). This is presumably due to strong variant selection in the <italic>bcc</italic> to <italic>hcp</italic> phase transformation under high deviatoric stress in a DAC. The CPO pattern of <italic>hcp</italic> iron from <italic>bcc</italic> wire is characterized by a strong concentration of &#x0003C;0001&#x0003E; parallel to its compression axis (Figure <xref ref-type="fig" rid="F7">7C</xref>), and this pattern is accompanied by a weaker concentration of &#x0003C;0001&#x0003E; along the radial direction at lower <italic>P</italic> (Run 1). This observation is reasonably interpreted as follows. The &#x0003C;111&#x0003E; (and &#x0003C;100&#x0003E;) is aligned parallel to the compression axis from initial random texture by compression of <italic>bcc</italic> phase at low pressure. The <italic>bcc</italic> to <italic>hcp</italic> phase transformation yields an alignment of &#x0003C;0001&#x0003E; along the radial direction following the Burgers relationship, and subsequent uniaxial compression to higher pressure gradually aligns &#x0003C;0001&#x0003E; along the compression axis through the basal slip dominant viscous creep (e.g., Merkel et al., <xref ref-type="bibr" rid="B29">2004</xref>; Nishihara et al., <xref ref-type="bibr" rid="B34">2018</xref>). In <italic>hcp</italic> iron that was transformed from <italic>bcc</italic> foil, completely different CPO patterns were observed depending on the run: &#x0003C;10<inline-formula><mml:math id="M8"><mml:mover accent="true"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0&#x0003E; was aligned along the compression axis in Runs 2 and 7 (Figure <xref ref-type="fig" rid="F7">7A</xref>), whereas &#x0003C;0001&#x0003E; was aligned along the compression axis in Runs 3 and 4. This is probably because the CPO of <italic>bcc</italic> iron foil was different in each run due to its large grain size (Figure <xref ref-type="fig" rid="F1">1A</xref>). However, the CPO of the <italic>bcc</italic> phase is not perfectly inherited by the <italic>hcp</italic> phase along with the Burgers orientation relationship. In reality, the situation is complicated by the existence of internal stresses between grains that develop during the phase transformation. They also influence the orientation relations and variant selection and their effects cannot be deduced from simple crystallographic considerations.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>XRD patterns of <italic>hcp</italic> iron obtained at 41.6 GPa and 300 K in Run &#x00023;7. <bold>(A)</bold> Unrolled XRD images of <italic>hcp</italic> iron measured in axial (upper panel) and radial (lower panel) geometries. <bold>(B)</bold> Integrated XRD patterns of <italic>hcp</italic> iron measured in axial (blue) and radial (black) geometries. Wavelength of incident X-ray was 0.247 &#x000C5;.</p></caption>
<graphic xlink:href="feart-06-00176-g0006.tif"/>
</fig>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>Pole figures of <italic>hcp</italic> iron showing the variation in the crystallographic orientation of the &#x0003C;10<inline-formula><mml:math id="M9"><mml:mover accent="true"><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0&#x0003E;, &#x0003C;0001&#x0003E;, and &#x0003C;11<inline-formula><mml:math id="M10"><mml:mover accent="true"><mml:mrow><mml:mn>2</mml:mn></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>0&#x0003E; directions. <bold>(A)</bold> <italic>hcp</italic> iron at 41.6 GPa transformed from <italic>bcc</italic> iron foil. <bold>(B)</bold> <italic>hcp</italic> iron at 39.9 GPa synthesized from sintered powder sample. <bold>(C)</bold><italic> hcp</italic> iron at 44.5 GPa that was made from <italic>bcc</italic> iron wire. The direction of a DAC compression is in the center of the pole figure.</p></caption>
<graphic xlink:href="feart-06-00176-g0007.tif"/>
</fig>
<p>Figure <xref ref-type="fig" rid="F8">8</xref> indicates the emergence distributions of crystals with angle &#x003B8; between the DAC compression axis and &#x0003C;0001&#x0003E; of <italic>hcp</italic> iron, which means the frequency of <italic>hcp</italic> iron grains with angles between the <italic>c</italic> axis and compressional axis. This was calculated from &#x0003C;0001&#x0003E; pole figure (hence from ODF), and a distribution is normalized such that its integration in the hole interval to be unity.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p>Distribution of angle between &#x0003C;0001&#x0003E; and DAC compression axis in three <italic>hcp</italic> iron samples. Red triangles; <italic>hcp</italic> iron from foil starting material, blue circles; <italic>hcp</italic> iron from sintered powder, green squares; <italic>hcp</italic> iron from wire sample. Black line shows randomly oriented <italic>hcp</italic> iron. &#x003B8; is defined as an angle between DAC compression direction and <italic>c</italic> axis of <italic>hcp</italic> iron (inset).</p></caption>
<graphic xlink:href="feart-06-00176-g0008.tif"/>
</fig>
</sec>
<sec>
<title>Thermal conductivity of the polycrystalline <italic>hcp</italic> iron</title>
<p>After the XRD experiments and the subsequent CPO analyses, we measured high-<italic>P</italic> thermal conductivity of the polycrystalline <italic>hcp</italic> iron by means of the pulsed light heating thermoreflectance technique (Table <xref ref-type="table" rid="T1">1</xref>). The transient temperature change in a <italic>hcp</italic> iron sample by pulse laser heating was recorded at high <italic>P</italic> as shown in Figure <xref ref-type="fig" rid="F9">9A</xref>. The obtained temperature history curve was analyzed considering the one-dimensional heat diffusion in iron and pressure medium (SiO<sub>2</sub> glass):</p>
<disp-formula id="E2"><label>(2)</label><mml:math id="M11"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>T</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mover accent="false" class="mml-overline"><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mo accent="true">&#x000AF;</mml:mo></mml:mover><mml:msqrt><mml:mrow><mml:mfrac><mml:mrow><mml:mi>&#x003C4;</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x003C0;</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:msqrt><mml:msubsup><mml:mrow><mml:mo>&#x02211;</mml:mo></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mi>&#x0221E;</mml:mi></mml:mrow></mml:msubsup><mml:msup><mml:mrow><mml:mi>&#x003B3;</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mi>n</mml:mi></mml:mrow></mml:msup><mml:mi>e</mml:mi><mml:mi>x</mml:mi><mml:mi>p</mml:mi><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>2</mml:mn><mml:mi>n</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mn>1</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:mfrac><mml:mfrac><mml:mrow><mml:mi>&#x003C4;</mml:mi></mml:mrow><mml:mrow><mml:mi>t</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>]</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<fig id="F9" position="float">
<label>Figure 9</label>
<caption><p>Representatives of <bold>(A)</bold> Transient temperature curve of <italic>hcp</italic> iron obtained at 18.5 GPa and 300 K (Run &#x00023;2) and <bold>(B)</bold> SEM image of a cross section of the recovered sample prepared by the FIB apparatus. The transient temperature curve was fitted by Equation (2) (yellow curve). In this case, we set <italic>n</italic> &#x0003D; 5. The obtained fitting parameters are shown in <bold>(A)</bold>. Note that this SEM image has been acquired from an oblique direction to sample stage, and thus the apparent thickness shown in this figure is different from the actual sample thickness.</p></caption>
<graphic xlink:href="feart-06-00176-g0009.tif"/>
</fig>
<p>where <italic>T</italic>(<italic>t</italic>) is temperature, <inline-formula><mml:math id="M12"><mml:mover accent="true"><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula> is a constant, <italic>t</italic> is time, and &#x003B3; expresses heat effusion to pressure medium (Yagi et al., <xref ref-type="bibr" rid="B55">2011</xref>). &#x003C4; is the heat diffusion time across the iron sample. We obtained <inline-formula><mml:math id="M13"><mml:mover accent="true"><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mo>&#x00304;</mml:mo></mml:mover></mml:math></inline-formula>, &#x003B3;, and &#x003C4; by fitting the measured curves to Equation (2). The sample thickness (<italic>d</italic>) was measured in a sample recovered from the DAC. Its cross section was prepared by using the focused ion beam (FIB) apparatus, and the thickness of the iron sample was measured under a scanning microscope (SEM) (Figure <xref ref-type="fig" rid="F9">9B</xref>). The effect of lattice volume expansion due to decompression and transformation from <italic>hcp</italic> to <italic>bcc</italic> phase was corrected to determine <italic>d</italic> by using the EOSs of <italic>hcp</italic> iron (Yamazaki et al., <xref ref-type="bibr" rid="B57">2012</xref>). The &#x003C4; and <italic>d</italic> gives high-<italic>P</italic> thermal diffusivity;</p>
<disp-formula id="E3"><label>(3)</label><mml:math id="M14"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>D</mml:mi><mml:mo>=</mml:mo><mml:msup><mml:mrow><mml:mi>d</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:mi>&#x003C4;</mml:mi><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Multiplication of the <italic>D</italic>, &#x003C1;, and <italic>C</italic><sub><italic>P</italic></sub> yields the high-<italic>P</italic> thermal conductivity of <italic>hcp</italic> iron.</p>
<p>The obtained thermal conductivity of <italic>hcp</italic> iron at high <italic>P</italic> and 300 K is shown in Figure <xref ref-type="fig" rid="F10">10</xref>. The <italic>hcp</italic> iron samples from the wire starting material show higher conductivity than those from the foil and powder samples at similar pressures. The aforementioned CPO analyses showed that <italic>hcp</italic> iron from <italic>bcc</italic> wire shows a strong orientation of &#x0003C;0001&#x0003E; parallel to the compression axis, while <italic>hcp</italic> iron from powder and foil tends to show an alignment of &#x0003C;0001&#x0003E; on the radial plane. This CPO information and polycrystalline <italic>hcp</italic> iron conductivity imply that the thermal conductivity of <italic>hcp</italic> iron along the <italic>c</italic> axis (&#x003BA;<sub>c</sub>) is higher than that along the <italic>a</italic> axis (&#x003BA;<sub>a</sub>). For comparison, we calculated high-<italic>P</italic>/room-<italic>T</italic> &#x003BA;<sub>el</sub> of polycrystalline <italic>hcp</italic> iron from the reported electrical resistivity (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>) and the Wiedemann-Franz law with the <italic>L</italic><sub>0</sub> (Equation 1) (Figure <xref ref-type="fig" rid="F10">10</xref>). The present values of thermal conductivity of <italic>hcp</italic> iron are about half of the calculated &#x003BA;<sub>el</sub>. Such a difference could be due to anisotropy in the thermal conductivity of <italic>hcp</italic> iron because (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>) measured the high-<italic>P</italic> resistivity during decompression after squeezing the iron foil up to 100 GPa at 300 K. The measurement direction of the high-<italic>P</italic> resistivity was perpendicular to that of the present thermal conductivity. Since all the compared data are at 300 K, the influence of electron-electron scattering on thermal conductivity should be negligible (Pourovskii et al., <xref ref-type="bibr" rid="B39">2017</xref>).</p>
<fig id="F10" position="float">
<label>Figure 10</label>
<caption><p>Thermal conductivity of polycrystalline <italic>hcp</italic> iron as a function of <italic>P</italic> at 300 K. The <italic>hcp</italic> iron samples were synthesized from foil (circles), powder (square), and wire (triangles) starting materials. Black line with gray band shows &#x003BA;<sub>el</sub> of <italic>hcp</italic> iron calculated from the resistivity of <italic>hcp</italic> iron (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>) and the Wiedemann-Franz (WF) law (Equation 1). The present conductivity data were obtained along DAC compression axis, while the resistivity of <italic>hcp</italic> iron (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>) was measured along the direction normal to DAC compression. Pairs of symbols with same color show similar pressure and were used to calculate the anisotropy in thermal conductivity.</p></caption>
<graphic xlink:href="feart-06-00176-g0010.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec>
<title>Estimation of single crystal thermal conductivity anisotropy in <italic>hcp</italic> iron</title>
<p>Here we quantitatively evaluate the anisotropy in the crystallographic thermal conductivity of <italic>hcp</italic> iron single crystal based on the present results of CPO analyses and thermal conductivity measurements (Figures <xref ref-type="fig" rid="F7">7</xref>, <xref ref-type="fig" rid="F8">8</xref>, <xref ref-type="fig" rid="F10">10</xref>). The thermal conductivity of polycrystalline <italic>hcp</italic> iron we measured can be regarded as the effective thermal conductivity of a <italic>hcp</italic> iron single crystal aggregate along the obtained CPO (Figure <xref ref-type="fig" rid="F10">10</xref>). First, we define the effective thermal conductivity of a <italic>hcp</italic> crystal along a direction &#x003B8; (&#x003BA;(&#x003B8;)) as follows:</p>
<disp-formula id="E4"><label>(4)</label><mml:math id="M15"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>&#x003BA;</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>&#x003B8;</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:msup><mml:mrow><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>&#x003B8;</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:msup><mml:mrow><mml:mi>s</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>&#x003B8;</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where &#x003B8; is an angle between the heat flow direction and the <italic>c</italic> axis (Figure <xref ref-type="fig" rid="F8">8</xref> inset) (see Appendix). In this study, the heat flow direction is parallel to the DAC compression direction (Figure <xref ref-type="fig" rid="F3">3B</xref>). Then, we calculated the anisotropy in thermal conductivity of a <italic>hcp</italic> iron crystal assuming two-types of &#x003BA;(&#x003B8;) mixing model as described below.</p>
<sec>
<title>Approach I: layered texture solved by parallel and series models</title>
<p>We consider a layered structure in which each layer consists of <italic>hcp</italic> iron crystals having the same &#x003B8; value. When the heat flow and DAC compression directions are perpendicular to the stacking direction, the effective thermal conductivity of the layered <italic>hcp</italic> iron aggregate along the heat flux can be expressed by an equivalent equation of the parallel resistor model (Figure <xref ref-type="fig" rid="F11">11A</xref> inset):</p>
<disp-formula id="E5"><label>(5)</label><mml:math id="M16"><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mrow><mml:mi>p</mml:mi><mml:mi>a</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>l</mml:mi><mml:mi>l</mml:mi><mml:mi>e</mml:mi><mml:mi>l</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle='true'><mml:mrow><mml:msubsup><mml:mo>&#x0222B;</mml:mo><mml:mn>0</mml:mn><mml:mrow><mml:mn>90</mml:mn></mml:mrow></mml:msubsup><mml:mrow><mml:mi>p</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x003B8;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mi>&#x003BA;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x003B8;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mi>d</mml:mi></mml:mrow></mml:mrow></mml:mstyle><mml:mtext>&#x003B8;</mml:mtext><mml:mo>,</mml:mo></mml:math></disp-formula>
<p>where &#x003BA;<sub><italic>parallel</italic></sub> is an effective thermal conductivity assuming the parallel model and <italic>p</italic>(&#x003B8;) is the emergence distribution of angles between the &#x0003C;0001&#x0003E; axis and heat flow (DAC compression) direction (e.g., Figure <xref ref-type="fig" rid="F8">8</xref>). When the heat flow (DAC compression) direction is parallel to the stacking direction, the effective thermal conductivity can be regarded as the series resistor model (Figure <xref ref-type="fig" rid="F11">11B</xref> inset):</p>
<disp-formula id="E6"><label>(6)</label><mml:math id="M17"><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mrow><mml:mi>s</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mi>i</mml:mi><mml:mi>e</mml:mi><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mstyle displaystyle='true'><mml:mrow><mml:msubsup><mml:mo>&#x0222B;</mml:mo><mml:mn>0</mml:mn><mml:mrow><mml:mn>90</mml:mn></mml:mrow></mml:msubsup><mml:mrow><mml:mi>p</mml:mi><mml:mo stretchy='false'>(</mml:mo><mml:mi>&#x003B8;</mml:mi><mml:mo stretchy='false'>)</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mi>&#x003BA;</mml:mi><mml:mo stretchy='false'>(</mml:mo><mml:mi>&#x003B8;</mml:mi><mml:mo stretchy='false'>)</mml:mo></mml:mrow></mml:mfrac><mml:mi>d</mml:mi><mml:mtext>&#x003B8;</mml:mtext></mml:mrow></mml:mrow></mml:mstyle><mml:mo>,</mml:mo></mml:math></disp-formula>
<p>where &#x003BA;<sub><italic>series</italic></sub> denotes an effective thermal conductivity considering the series model. Using these models (Equations 4&#x02013;6) and pairs of the present thermal conductivity of polycrystalline <italic>hcp</italic> iron at similar <italic>P</italic>, we found the &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> of <italic>hcp</italic> iron at high <italic>P</italic> (Table <xref ref-type="table" rid="T2">2</xref> and Figures <xref ref-type="fig" rid="F11">11A,B</xref>). Based on the mixing theory (Gu&#x000E9;guen and Palciauskas, <xref ref-type="bibr" rid="B16">1994</xref>), the solution of the parallel model gives the lower limit, while the series model provides the upper bound limit. The results clearly indicate anisotropy in the single crystal thermal conductivity of <italic>hcp</italic> iron.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Thermal conductivities of <italic>hcp</italic> iron along each axis.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="center"><bold>Run pair</bold></th>
<th valign="top" align="center"><bold><italic>P</italic> (GPa)</bold></th>
<th valign="top" align="center" colspan="3"><bold>Parallel</bold></th>
<th valign="top" align="center" colspan="3"><bold>Series</bold></th>
<th valign="top" align="center" colspan="3"><bold>Random</bold></th>
</tr>
<tr>
<th/>
<th/>
<th valign="top" align="center"><bold>&#x003BA;<sub>a</sub> (W/m/K)</bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>c</sub> (W/m/K)</bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub></bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>a</sub> (W/m/K)</bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>c</sub> (W/m/K)</bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub></bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>a</sub> (W/m/K)</bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>c</sub> (W/m/K)</bold></th>
<th valign="top" align="center"><bold>&#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">1, 2</td>
<td valign="top" align="center">17.3</td>
<td valign="top" align="center">10.4</td>
<td valign="top" align="center">44.5</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">14.9</td>
<td valign="top" align="center">64.5</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">10.7</td>
<td valign="top" align="center">49.8</td>
<td valign="top" align="center">4.7</td>
</tr>
<tr>
<td valign="top" align="center">3, 4</td>
<td valign="top" align="center">23.8</td>
<td valign="top" align="center">12.5</td>
<td valign="top" align="center">36.2</td>
<td valign="top" align="center">2.9</td>
<td valign="top" align="center">14.8</td>
<td valign="top" align="center">80.6</td>
<td valign="top" align="center">5.4</td>
<td valign="top" align="center">12.8</td>
<td valign="top" align="center">37.9</td>
<td valign="top" align="center">3.0</td>
</tr>
<tr>
<td valign="top" align="center">5, 6</td>
<td valign="top" align="center">40.6</td>
<td valign="top" align="center">15.6</td>
<td valign="top" align="center">69.7</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="center">27.9</td>
<td valign="top" align="center">85.8</td>
<td valign="top" align="center">3.1</td>
<td valign="top" align="center">21.9</td>
<td valign="top" align="center">64.8</td>
<td valign="top" align="center">3.0</td>
</tr>
<tr>
<td valign="top" align="center">7, 8</td>
<td valign="top" align="center">43.1</td>
<td valign="top" align="center">16.6</td>
<td valign="top" align="center">70.5</td>
<td valign="top" align="center">4.2</td>
<td valign="top" align="center">27.9</td>
<td valign="top" align="center">105.3</td>
<td valign="top" align="center">3.8</td>
<td valign="top" align="center">21.5</td>
<td valign="top" align="center">69.9</td>
<td valign="top" align="center">3.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F11" position="float">
<label>Figure 11</label>
<caption><p>Thermal conductivities of single crystal <italic>hcp</italic> iron along <italic>a</italic> and <italic>c</italic> axes (&#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub>) as a function of <italic>P</italic> at 300 K. <bold>(A)</bold> Solutions of the parallel model (Equation 5). <bold>(B)</bold> The series model solutions (Equation 6). <bold>(C)</bold> Random distribution model calculated by the effective medium approximation (Equation 7) (Landauer, <xref ref-type="bibr" rid="B24">1952</xref>). Circles; &#x003BA;<sub>a</sub>, triangles; &#x003BA;<sub>c</sub>. Black line with gray band is &#x003BA;<sub>el</sub> of <italic>hcp</italic> iron as shown in Figure <xref ref-type="fig" rid="F10">10</xref>. Inset figures show schematic illustrations of the parallel, series, and random models, respectively.</p></caption>
<graphic xlink:href="feart-06-00176-g0011.tif"/>
</fig>
<p>The solutions of the parallel model indicate that &#x003BA;<sub>c</sub> is about four-fold higher than &#x003BA;<sub>a</sub>. And, the values of &#x003BA;<sub>c</sub> are comparable to the &#x003BA;<sub>el</sub> of <italic>hcp</italic> iron from the electrical resistivity data reported by Gomi et al. (<xref ref-type="bibr" rid="B15">2013</xref>) (Figure <xref ref-type="fig" rid="F11">11A</xref>). The series model also shows a similar trend, although the absolute values of the &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> are different from the solutions of the parallel model (Figure <xref ref-type="fig" rid="F11">11B</xref>).</p>
</sec>
<sec>
<title>Approach II: random distribution texture solved by effective medium approximation</title>
<p>This is a realistic case in which each <italic>hcp</italic> iron crystal with the same orientation (i.e., the same &#x003B8;) is randomly distributed in the polycrystalline aggregate sample, rather than forming the laminated structure considered above (Figure <xref ref-type="fig" rid="F11">11C</xref> inset). We thus employ effective medium approximation to calculate the thermal conductivity anisotropy in a <italic>hcp</italic> iron crystal that is randomly distributed in polycrystal (Landauer, <xref ref-type="bibr" rid="B24">1952</xref>):</p>
<disp-formula id="E7"><label>(7)</label><mml:math id="M18"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:msubsup><mml:mrow><mml:mo>&#x02211;</mml:mo></mml:mrow><mml:mrow><mml:mi>i</mml:mi><mml:mo>=</mml:mo><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:mi>n</mml:mi></mml:mrow></mml:msubsup><mml:mfrac><mml:mrow><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>n</mml:mi><mml:mi>d</mml:mi><mml:mi>o</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>n</mml:mi><mml:mi>d</mml:mi><mml:mi>o</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:msub><mml:mrow><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where &#x003BA;<sub><italic>random</italic></sub>, &#x003BA;<sub>i</sub>, and <italic>v</italic><sub>i</sub> are the effective thermal conductivity assuming a random texture, thermal conductivity of <italic>i</italic> component, and its volume fraction, respectively. As well as the parallel and series models, the effective medium approximation also shows strong anisotropy in the single crystal thermal conductivity of <italic>hcp</italic> iron (Figure <xref ref-type="fig" rid="F11">11C</xref>). In this case, the &#x003BA;<sub>c</sub> is about three times as high as &#x003BA;<sub>a</sub>, at least up to 43.1 GPa.</p>
<p>All the crystal mixing models indicate strong anisotropy in the thermal conductivity of <italic>hcp</italic> iron at high <italic>P</italic> and room <italic>T</italic> (Table <xref ref-type="table" rid="T2">2</xref> and Figure <xref ref-type="fig" rid="F11">11</xref>). The obtained results of &#x003BA;<sub>c</sub> of <italic>hcp</italic> iron are comparable or higher than the &#x003BA;<sub>el</sub> (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>), indicating that the thermal and electrical conductivity of polycrystalline <italic>hcp</italic> iron would show variation up to a factor of four, depending on the CPO of the <italic>hcp</italic> iron sample in a DAC. Indeed, the measured electrical resistivities (or resistance) of <italic>hcp</italic> iron show considerable variation, especially at the onset of <italic>bcc-hcp</italic> transition that is about 13 GPa, but all of the experimental data obtained above 40 GPa are consistent with each other (Reichlin, <xref ref-type="bibr" rid="B40">1983</xref>; Jaccard et al., <xref ref-type="bibr" rid="B20">2002</xref>; Deng et al., <xref ref-type="bibr" rid="B10">2013</xref>; Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>; Seagle et al., <xref ref-type="bibr" rid="B43">2013</xref>; Zhang et al., <xref ref-type="bibr" rid="B59">2018</xref>). The discrepancy among them could be derived from difference in CPO of <italic>hcp</italic> iron samples just after the transition, since they have used various types of <italic>bcc</italic> iron starting materials. The CPO of such samples might become similar due to uniaxial compression of the DAC, resulting in similar resistivity values at higher <italic>P</italic>. Although Secco and Balog (<xref ref-type="bibr" rid="B45">2001</xref>) have selected Gd as the best analog material to predict the anisotropy in the conductivity of <italic>hcp</italic> iron, the electrical conductivity of Gd along the <italic>c</italic> axis is only 30% larger than that along the <italic>a</italic> axis at ambient conditions.</p>
<p>However, note that the strength of conductivity anisotropy obtained above highly depends on the strength of the CPO determined based on the XRD data. The ODF (and hence CPO) in this study was calculated using the E-WIMV algorithm, which is an improved version of WIMV. Determination of the ODF is a kind of inversion which does not have a unique solution, and WIMV algorithm (as well as E-WIMV) gives the smoothest positive solution with maximum entropy for ODF (Kocks et al., <xref ref-type="bibr" rid="B22">2000</xref>; Lutterotti et al., <xref ref-type="bibr" rid="B27">2007</xref>). This means that the CPO determined from XRD data with a limited pole figure coverage gives a lower bound in texture strength. Therefore, the single crystal thermal conductivity anisotropy of <italic>hcp</italic> iron presented in this study is considered to be the upper bound and the real anisotropy might be smaller.</p>
</sec>
</sec>
<sec>
<title>Geophysical implications</title>
<p>An open question raised above is whether the discrepancy in experimentally determined thermal conductivity of iron at the core conditions can be explained by anisotropy in the conductivity of single crystal <italic>hcp</italic> iron (Kon&#x000F4;pkov&#x000E1; et al., <xref ref-type="bibr" rid="B23">2016</xref>; Ohta et al., <xref ref-type="bibr" rid="B35">2016</xref>). As a matter of fact, both studies did not determine the room-<italic>T</italic> conductivity of iron from their own experiments. Ohta et al. (<xref ref-type="bibr" rid="B35">2016</xref>) measured <italic>T</italic> dependence of electrical resistance of iron samples at high <italic>P</italic> and referred to the high-<italic>P</italic>/room-<italic>T</italic> resistivity of <italic>hcp</italic> iron from Gomi et al. (<xref ref-type="bibr" rid="B15">2013</xref>) to calculate high-<italic>P</italic>/high-<italic>T</italic> resistivity. The &#x003BA;<sub>el</sub> of <italic>hcp</italic> iron at 135 GPa and 300 K was obtained as 165(&#x0002B;56/&#x02212;22) W/m/K. The method employed in Kon&#x000F4;pkov&#x000E1; et al. (<xref ref-type="bibr" rid="B23">2016</xref>) cannot determine high-<italic>P</italic>/room-<italic>T</italic> conductivity in principle, as they acquired time-dependent thermal radiation spectra from a laser-heated iron sample. To construct a model of high-<italic>P</italic>/high-<italic>T</italic> thermal conductivity of <italic>hcp</italic> iron, they referred to a value of electrical resistivity of <italic>hcp</italic> iron at 135 GPa and 300 K inferred from the experimental results of Seagle et al. (<xref ref-type="bibr" rid="B43">2013</xref>) and converted it to &#x003BA;<sub>el</sub> of 120(&#x0002B;20/&#x02212;30) W/m/K via the Wiedemann-Franz law with an unusual Lorenz number of 1.9 &#x000D7; 10<sup>&#x02212;8</sup> W&#x003A9;/K<sup>2</sup>. In this study, we found highly anisotropic thermal conductivity of <italic>hcp</italic> iron at least up to 44.5 GPa and 300 K based on the present XRD and thermal conductivity measurements. Based on the pressure derivatives (<inline-formula><mml:math id="M19"><mml:mfrac><mml:mrow><mml:mi>d</mml:mi><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>d</mml:mi><mml:mi>P</mml:mi></mml:mrow></mml:mfrac></mml:math></inline-formula>) of the obtained &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> of <italic>hcp</italic> iron that are 0.43 and 0.98 W/m/K/GPa, respectively, we estimated &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> of <italic>hcp</italic> iron at higher <italic>P</italic>, indicating the anisotropy in the conductivity is maintained to the core pressures (Figure <xref ref-type="fig" rid="F12">12</xref>). At 135 GPa, the pressure of the Earth&#x00027;s core-mantle boundary, &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> of <italic>hcp</italic> iron are 61.4 &#x000B1; 8.9 and 157.3 &#x000B1; 72.6 W/m/K, respectively, and &#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub> is 2.6. Therefore, thermal conductivity anisotropy in single crystal <italic>hcp</italic> iron can explain the discrepancy in the reference conductivities at 135 GPa and 300 K (Figure <xref ref-type="fig" rid="F12">12</xref>). However, the reported values of the thermal conductivity of <italic>hcp</italic> iron at 135 GPa and high <italic>T</italic> conditions shows about a seven-fold difference (Kon&#x000F4;pkov&#x000E1; et al., <xref ref-type="bibr" rid="B23">2016</xref>; Ohta et al., <xref ref-type="bibr" rid="B35">2016</xref>). It remains unclear whether the conductivity anisotropy of single crystal <italic>hcp</italic> iron is kept to a few thousand K. In some <italic>hcp</italic> analog metals, their &#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub> was getting smaller with increasing <italic>T</italic> (Nellis and Legvold, <xref ref-type="bibr" rid="B33">1969</xref>; Alderson and Hurd, <xref ref-type="bibr" rid="B2">1975</xref>; Secco and Balog, <xref ref-type="bibr" rid="B45">2001</xref>). Only for magnesium, its &#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub> increases with increasing <italic>T</italic>, but the <italic>T</italic> response of &#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub> was examined only from 3 to 300 K. Unless <italic>hcp</italic> iron shows strongly positive <italic>T</italic> dependence of &#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub>, the conductivity anisotropy is unlikely to be the main cause of the controversial reports (Kon&#x000F4;pkov&#x000E1; et al., <xref ref-type="bibr" rid="B23">2016</xref>; Ohta et al., <xref ref-type="bibr" rid="B35">2016</xref>). In this context, <italic>T</italic> enhanced electron-electron scattering in compressed iron would be a key factor as shown in Pourovskii et al. (<xref ref-type="bibr" rid="B39">2017</xref>). Within their calculations, the thermal conductivity is depressed by 39% by electron-electron scattering. For more detailed discussion, further studies for direct determination of both electrical and thermal conductivities are required at extremely high <italic>P-T</italic> conditions.</p>
<fig id="F12" position="float">
<label>Figure 12</label>
<caption><p>Linear extrapolation of the obtained &#x003BA;<sub>a</sub> and &#x003BA;<sub>c</sub> at 300 K. Values of &#x003BA;<sub>el</sub> of <italic>hcp</italic> iron at 135 GPa and 300 K are also plotted that were estimated from the resistivity of <italic>hcp</italic> iron (Gomi et al., <xref ref-type="bibr" rid="B15">2013</xref>) and the WF law with <italic>L</italic><sub>0</sub> (open diamond), and from the <italic>hcp</italic> iron resistivity (Seagle et al., <xref ref-type="bibr" rid="B43">2013</xref>) and the WF law with <italic>L</italic> &#x0003D; 1.9 &#x000D7; 10<sup>&#x02212;8</sup> W&#x003A9;/K<sup>2</sup> (open hexagon).</p></caption>
<graphic xlink:href="feart-06-00176-g0012.tif"/>
</fig>
<p>If the thermal conductivity anisotropy in <italic>hcp</italic> iron single crystal is preserved to the Earth&#x00027;s inner core conditions, it may have important implications for evolution and dynamics there. The seismological exploration of the Earth&#x00027;s inner core has revealed its structural complexities (e.g., Tkal&#x0010D;i&#x00107;, <xref ref-type="bibr" rid="B52">2015</xref>; Romanowicz and Wenk, <xref ref-type="bibr" rid="B41">2017</xref>). One of the main features in the inner core is that a seismic wave along the polar direction propagates by about 3% faster than one along the equatorial direction (Poupinet et al., <xref ref-type="bibr" rid="B38">1983</xref>; Morelli et al., <xref ref-type="bibr" rid="B32">1986</xref>). The preferred alignment of <italic>hcp</italic> iron alloy crystals with the <italic>c</italic> axis parallel to the fast-seismic axis has been repeatedly suggested to explain the cause of the seismic anisotropy in the inner core (Yoshida et al., <xref ref-type="bibr" rid="B58">1996</xref>; Bergman, <xref ref-type="bibr" rid="B5">1997</xref>; Karato, <xref ref-type="bibr" rid="B21">1999</xref>; Buffett and Wenk, <xref ref-type="bibr" rid="B8">2001</xref>), although a consensus has not reached among theoretical studies to calculate sound velocity difference between <italic>a</italic> and <italic>c</italic> axes of <italic>hcp</italic> iron. Early theoretical calculations at 0 K showed that <italic>c</italic> axis was the faster direction than <italic>a</italic> axis in <italic>hcp</italic> iron (e.g., Stixrude and Cohen, <xref ref-type="bibr" rid="B51">1995</xref>), but later studies at high temperatures showed that the sense of anisotropy changes, and the <italic>a</italic> axis becomes the fast direction (Steinle-Neumann et al., <xref ref-type="bibr" rid="B49">2001</xref>), or nearly isotropic (Sha and Cohen, <xref ref-type="bibr" rid="B46">2010</xref>). If the <italic>c</italic> axis of <italic>hcp</italic> iron alloy preferentially aligns along the Earth&#x00027;s rotational axis in the inner core, strong anisotropy of the thermal conductivity in <italic>hcp</italic> iron as observed in this study implies an anisotropic thermal conductivity of the inner core with higher conductivity in the polar direction and lower conductivity in equatorial radial directions. In addition, recent first-principles calculations showed that incorporation of silicon and nickel into iron enhances anisotropy in the conductivity (Gomi et al., <xref ref-type="bibr" rid="B14">2016</xref>). The Taylor column type outer core convection extracts more heat away from the ICB in equatorial regions than in polar regions, even in the absence of anisotropic thermal conductivity. As a result, greater heat loss and lower thermal conductivity of the inner core along the equatorial direction than the polar direction would produce large temperature heterogeneity at the ICB, which would enhance the directionality of inner core growth and keep the crystallographic origin of the inner core anisotropy through the geological timescale via the plastic core flow mechanism (Yoshida et al., <xref ref-type="bibr" rid="B58">1996</xref>). In the recent years, detailed modeling of the inner core evolution and dynamics have been reported, but no study considered the thermal conductivity anisotropy in the inner core (e.g., Alboussi&#x000E8;re and Deguen, <xref ref-type="bibr" rid="B1">2012</xref>; Deguen, <xref ref-type="bibr" rid="B9">2012</xref>). The magnitude of thermal conductivity anisotropy in <italic>hcp</italic> iron (iron alloy) at the ICB conditions needs to be confirmed for more detailed discussion about the inner core evolution and dynamics.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>In this paper, we presented the results from the synchrotron XRD experiments and the thermal conductivity measurements on polycrystalline <italic>hcp</italic> iron up to 44.5 GPa and 300 K. Analyses of the XRD data yielded the CPO of <italic>hcp</italic> iron samples, which revealed variable CPO of <italic>hcp</italic> iron depending on the CPO of <italic>bcc</italic> iron starting materials. The obtained CPO information and thermal conductivity value of <italic>hcp</italic> iron samples were used to evaluate the anisotropy in the thermal conductivity of <italic>hcp</italic> iron single crystal. Assuming a randomly distributed aggregate texture in <italic>hcp</italic> iron polycrystal, we found &#x003BA;<sub>c</sub>/&#x003BA;<sub>a</sub> &#x0007E; 3 at 44.5 GPa and 300 K. Such strong anisotropy could be maintained to the Earth&#x00027;s core conditions and cause the discrepancy between recent experimental determinations of the thermal conductivity of <italic>hcp</italic> iron. Thermal conductivity anisotropy of <italic>hcp</italic> iron under Earth&#x00027;s actual core conditions should thus be investigated in future work to provide tighter constraints on the thermal evolution and dynamics of Earth&#x00027;s core and mantle.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>KO and YN are responsible for project design and wrote the manuscript. KO, YN, and YS are responsible for sample preparation, XRD experiments, and texture analyses. KO and TY are responsible for thermal conductivity measurements. KH, SK, NH, and YO helped with XRD experiments at BL10XU, SPring-8. All authors contributed to the discussion and final manuscript.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<ack><p>We thank S. Arakawa for discussion about the calculation of thermal conductivity anisotropy. Synchrotron XRD measurements were conducted at BL10XU, SPring-8 (proposal numbers 2016B0080 and 2017A0072).</p>
</ack>
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</ref-list>
<app-group>
<app id="A1">
<title>Appendix</title>
<sec>
<title>Derivation of the thermal conductivity of a <italic>hcp</italic> crystal along a direction <italic>&#x003B8;</italic> (&#x003BA;(<italic>&#x003B8;</italic>))</title>
<p>The Fourier&#x00027;s law of thermal conduction shows that the local heat flux density (<bold><italic>J</italic></bold>), is equal to the product of the local temperature gradient (grad<italic>T</italic>) and thermal conductivity (&#x003BA;):</p>
<disp-formula id="E8"><label>(A1)</label><mml:math id="M20"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mstyle mathvariant="bold"><mml:mi>J</mml:mi></mml:mstyle><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mi>&#x003BA;</mml:mi><mml:mtext>grad</mml:mtext><mml:mi>T</mml:mi><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Let the effective thermal conductivity be the ratio of the heat flux components in the same direction caused by the temperature gradient of the direction. Here, we consider a temperature gradient having a component only in the <italic>x</italic><sub>3</sub> direction:</p>
<disp-formula id="E9"><label>(A2)</label><mml:math id="M21"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mtext>grad</mml:mtext><mml:mi>T</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mtable style="text-align:axis;" equalrows="false" columnlines="none none none none none none none none none" equalcolumns="false" class="array"><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mfrac><mml:mrow><mml:mi>&#x02202;</mml:mi><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x02202;</mml:mi><mml:msub><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:mtd></mml:mtr><mml:mtr></mml:mtr></mml:mtable><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>the <italic>J</italic><sub>3</sub> component can be written as follow:</p>
<disp-formula id="E10"><label>(A3)</label><mml:math id="M22"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>J</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mn>33</mml:mn></mml:mrow></mml:msub><mml:mfrac><mml:mrow><mml:mi>&#x02202;</mml:mi><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x02202;</mml:mi><mml:msub><mml:mrow><mml:mi>x</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Therefore, in this case, the effective thermal conductivity is &#x003BA;<sub>33</sub>. The thermal conductivity (&#x003BA;) of a hexagonal crystal is a second-order tensor with two independent components &#x003BA;<sub>a</sub>, &#x003BA;<sub>c</sub>, and is expressed as follows:</p>
<disp-formula id="E11"><label>(A4)</label><mml:math id="M23"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>&#x003BA;</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mtable style="text-align:axis;" equalrows="false" columnlines="none none none none none none none none none" equalcolumns="false" class="array"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:mtd></mml:mtr><mml:mtr></mml:mtr></mml:mtable><mml:mo>)</mml:mo></mml:mrow><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>which indicates that the thermal conductivity of the hexagonal crystal has anisotropy axially symmetric with respect to the <italic>c</italic> axis. It thus should be able to be expressed as a function of the angle &#x003B8; with the effective thermal conductivity of an arbitrary direction with the <italic>c</italic> axis. Here, we set up the thermal conductivity tensor &#x003BA;&#x00027; when the hexagonal crystal is rotated about the <italic>x</italic><sub>1</sub> axis by the angle &#x003B8; as follows:</p>
<disp-formula id="E12"><label>(A5)</label><mml:math id="M24"><mml:mtable columnalign='left'><mml:mtr><mml:mtd><mml:msup><mml:mi>&#x003BA;</mml:mi><mml:mo>&#x02032;</mml:mo></mml:msup><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mtable><mml:mtr><mml:mtd><mml:mn>1</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mo>&#x02212;</mml:mo><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mtable><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub></mml:mrow></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub></mml:mrow></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>c</mml:mi></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mtable><mml:mtr><mml:mtd><mml:mn>1</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:mo>&#x02212;</mml:mo><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mtext>&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;&#x000A0;</mml:mtext><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mtable><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub></mml:mrow></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mn>0</mml:mn></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:msup><mml:mi>s</mml:mi><mml:mn>2</mml:mn></mml:msup><mml:mi>&#x003B8;</mml:mi><mml:mo>+</mml:mo><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:msup><mml:mi>n</mml:mi><mml:mn>2</mml:mn></mml:msup><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub><mml:mo>&#x02212;</mml:mo><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>c</mml:mi></mml:msub></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>&#x003B8;</mml:mi><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mn>0</mml:mn></mml:mtd><mml:mtd><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub><mml:mo>&#x02212;</mml:mo><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>c</mml:mi></mml:msub></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mi>&#x003B8;</mml:mi><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>a</mml:mi></mml:msub><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:msup><mml:mi>n</mml:mi><mml:mn>2</mml:mn></mml:msup><mml:mi>&#x003B8;</mml:mi><mml:mo>+</mml:mo><mml:msub><mml:mi>&#x003BA;</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:msup><mml:mi>s</mml:mi><mml:mn>2</mml:mn></mml:msup><mml:mi>&#x003B8;</mml:mi></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Considering the relationship of Equation (A3), the effective thermal conductivity &#x003BA;(&#x003B8;) is equal to the &#x003BA;&#x00027;<sub>33</sub> component of the thermal conductivity tensor &#x003BA;&#x00027; after &#x003B8; rotation. Therefore, &#x003BA;(&#x003B8;) can be written as</p>
<disp-formula id="E14"><label>(A6)</label><mml:math id="M26"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>&#x003BA;</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>&#x003B8;</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>s</mml:mi><mml:mi>i</mml:mi><mml:msup><mml:mrow><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>&#x003B8;</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BA;</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:msup><mml:mrow><mml:mi>s</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>&#x003B8;</mml:mi><mml:mo>.</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
</sec>
</app>
</app-group>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by JSPS KAKENHI (grant number 26247075, 15H03749, and 17H04861) and the Joint Usage/Research Center PRIUS, Ehime University.</p>
</fn>
</fn-group>
</back>
</article>