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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">732696</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.732696</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>Investigating Stress Transfer Between the Tuz G&#xf6;l&#xfc; Fault Zone and Hasan Da&#x11f; Volcano (Turkey)</article-title>
<alt-title alt-title-type="left-running-head">Hedger&#x2009; and Gottsmann&#x2009;</alt-title>
<alt-title alt-title-type="right-running-head">Stress Transfer in Central Anatolia</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hedger&#x2009;</surname>
<given-names>Emily</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gottsmann&#x2009;</surname>
<given-names>Jo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/997483/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Earth Sciences, University of Bristol</institution>, <addr-line>Bristol</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Cabot Institute for the Environment, University of Bristol</institution>, <addr-line>Bristol</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1136083/overview">Simona Petrosino</ext-link>, Istituto Nazionale di Geofisica e Vulcanologia, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/92172/overview">Agust Gudmundsson</ext-link>, Royal Holloway, University of London, United&#x20;Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/245596/overview">Bruno Massa</ext-link>, University of Sannio, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jo Gottsmann&#x2009;, <email>j.gottsmann@bristol.ac.uk</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Volcanology, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>732696</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Hedger&#x2009; and Gottsmann&#x2009;.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Hedger&#x2009; and Gottsmann&#x2009;</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Faulting, magmatism and volcanism are intrinsically linked by plate tectonics. Fault slip imparts stress changes to the surrounding crust and other faults and fractures. Volcano-tectonic hazard assessment in areas with long recurrence intervals of volcanic and tectonic activity requires an assessment of current stress levels. Here we investigate stress transfer between the Akhisar-Kili&#xe7; fault segment (AKFS) of the seismically active Tuz G&#xf6;l&#xfc; fault zone in the Central Anatolian Volcanic Province and the active Hasan Da&#x11f; volcanic complex. Current stress accumulation by protracted gradual slip on the AKFS since its most recent rupture (5.45 ka&#xb1;0.16 BP) is quantified using the Coulomb Failure Stress change (&#x394;CFS). We calculate currently accrued &#x394;CFS magnitudes of between 2.5&#xb1;0.2 and 15&#xb1;0.5&#xa0;MPa on the fault plane for published lower and upper-bound estimates of right-lateral slip rates, respectively. These changes are sufficient to promote failure of the segment. The M5.1&#x20;September 20, 2020 earthquake SW of Hasan Da&#x11f; occurred in a volume predicted by this study to have undergone fault unclamping by gradual slip along the AKFS. We also show that gradual slip of the AKFS contributes to the progressive unclamping of fractures and transtensional opening of potential magma pathways oriented perpendicularly to the AKFS both above and below Hasan Da&#x11f;&#x2019;s magma reservoir, while pathways oriented parallel to the AKFS are being clamped. Earthquake moment magnitudes of between M<sub>
<italic>w</italic>
</sub>5.94 and M<sub>
<italic>w</italic>
</sub>6.76 due to hypothetical partial or complete rupture of the segment exacerbate these trends. The spatial pattern of Coulomb failure stress changes on Hasan Da&#x11f;&#x2019;s magma reservoir is predominantly controlled by the location of rupture relative to the reservoir with the magnitude of the earthquake playing a subordinate role. We explore implications of our findings for the assessment of interconnected seismo-volcanic hazards and associated&#x20;risks.</p>
</abstract>
<kwd-group>
<kwd>volcano-tectonics</kwd>
<kwd>coulomb stress transfer</kwd>
<kwd>fault</kwd>
<kwd>volcano</kwd>
<kwd>Hasan Dag</kwd>
<kwd>Turkey</kwd>
</kwd-group>
<contract-num rid="cn001">NE/P008437/1 NE/S008845/1</contract-num>
<contract-sponsor id="cn001">Natural Environment Research Council<named-content content-type="fundref-id">10.13039/501100000270</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>At local scales, the temporal and spatial patterns of volcanic and seismic events are stochastic, statistically unrelated to one another (<xref ref-type="bibr" rid="B30">Hill et&#x20;al., 2002</xref>). However, faulting and magmatic processes are intrinsically linked by plate tectonics (e.g., <xref ref-type="bibr" rid="B43">Perfit and Davidson, 2000</xref>; <xref ref-type="bibr" rid="B32">Karao&#x11f;lu et&#x20;al., 2017</xref>) and there are several examples of stress transfer between tectonic and magmatic systems where fault rupture led to volcanic activity (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). The inflation or voiding of magma reservoirs before and after eruptions causes local stresses to rotate, bringing optimally orientated faults in areas of increased stress closer to failure (<xref ref-type="bibr" rid="B20">Fukuyama et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B46">Roman et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B47">Ruppert et&#x20;al., 2011</xref>). Conversely, stress released via slip on faults can encourage failure of a magma reservoir (<xref ref-type="bibr" rid="B23">Gudmundsson and Brenner, 2003</xref>; <xref ref-type="bibr" rid="B60">Walter and Amelung, 2007</xref>; <xref ref-type="bibr" rid="B61">Walter et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B8">Bonali et&#x20;al., 2013</xref>). A positive feedback loop between the two phenomena has been noted by <xref ref-type="bibr" rid="B42">Nostro et&#x20;al. (1998)</xref>. Often both phenomena are only linked in hindsight.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Selected examples of Coulomb failure stress transfer to magmatic systems causing the triggering (or partial triggering) of eruptions. Three modes are proposed: 1) unclamping of magma conduits above reservoir, 2) unclamping of magma conduits below reservoir, 3) direct clamping of the magma reservoir due to displacement on fault planes. Moment magnitude of earthquake (M<sub>
<italic>w</italic>
</sub>), horizontal distance (D) distance between earthquake epicenter and volcanic system.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Year</th>
<th align="center">M<sub>
<italic>w</italic>
</sub>
</th>
<th align="center">Faulting regime</th>
<th align="center">D</th>
<th align="center">Volcano</th>
<th align="center">Delay Time</th>
<th align="center">Mode</th>
<th align="center">Study</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Since 1400</td>
<td align="center">
<inline-formula id="inf1">
<mml:math id="m1">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula> 6</td>
<td align="left">Normal</td>
<td align="center">50&#x2013;60&#xa0;km</td>
<td align="left">Vesuvius</td>
<td align="center">
<inline-formula id="inf2">
<mml:math id="m2">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> 10&#x20;years</td>
<td align="center">3</td>
<td align="left">
<xref ref-type="bibr" rid="B42">Nostro et&#x20;al. (1998)</xref>
</td>
</tr>
<tr>
<td align="left">Since 1841</td>
<td align="center">
<inline-formula id="inf3">
<mml:math id="m3">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula> 6</td>
<td align="left">Strike-slip</td>
<td align="center">
<inline-formula id="inf4">
<mml:math id="m4">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula>40&#xa0;km</td>
<td align="left">Mauna Loa</td>
<td align="center">1-670&#xa0;days</td>
<td align="center">1 and 2</td>
<td align="left">
<xref ref-type="bibr" rid="B59">Walter and Amelung (2006)</xref>
</td>
</tr>
<tr>
<td align="left">Since 1906</td>
<td align="center">&#x2265;8</td>
<td align="left">Strike-slip, thrust</td>
<td align="center">&#x2264;520&#xa0;km</td>
<td align="left">Southern Volcanic Zone (Andes)</td>
<td align="center">
<inline-formula id="inf5">
<mml:math id="m5">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> 5&#xa0;years</td>
<td align="center">1 and 2</td>
<td align="left">
<xref ref-type="bibr" rid="B8">Bonali et&#x20;al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left">1999</td>
<td align="center">7</td>
<td align="left">&#x2014;</td>
<td align="center">143&#xa0;km</td>
<td align="left">Popoxat&#xe9;petl</td>
<td align="center">8&#xa0;h</td>
<td align="center">1 and 2</td>
<td align="left">
<xref ref-type="bibr" rid="B13">De la Cruz-Reyna et&#x20;al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">2003</td>
<td align="center">4.5</td>
<td align="left">&#x2014;</td>
<td align="center">34.5&#xa0;km</td>
<td align="left">Tungurahua</td>
<td align="center">5&#xa0;days</td>
<td align="center">1 and 2</td>
<td align="left">
<xref ref-type="bibr" rid="B13">De la Cruz-Reyna et&#x20;al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">2004&#x2013;2005</td>
<td align="center">9.3 and 8.7</td>
<td align="left">Thrust</td>
<td align="center">
<inline-formula id="inf6">
<mml:math id="m6">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula>1200&#xa0;km</td>
<td align="left">Barren Island and Talang</td>
<td align="center">12&#x2013;60&#xa0;days</td>
<td align="center">1 and 2</td>
<td align="left">
<xref ref-type="bibr" rid="B60">Walter and Amelung (2007)</xref>
</td>
</tr>
<tr>
<td align="left">2010</td>
<td align="center">8.8</td>
<td align="left">Reverse</td>
<td align="center">257&#xa0;km</td>
<td align="left">Copahue</td>
<td align="center">
<inline-formula id="inf7">
<mml:math id="m7">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula>3&#xa0;years</td>
<td align="center">2</td>
<td align="left">
<xref ref-type="bibr" rid="B9">Bonali (2013)</xref>
</td>
</tr>
<tr>
<td align="left">2015</td>
<td align="center">6.4</td>
<td align="left">Thrust</td>
<td align="center">10&#xa0;km</td>
<td align="left">Ambrym</td>
<td align="center">30&#xa0;h</td>
<td align="center">1 and 2</td>
<td align="left">
<xref ref-type="bibr" rid="B27">Hamling and Kilgour (2020)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Reservoir failure and transport of magma from a reservoir to the surface are prerequisites for a volcanic eruption. Reservoir failure occurs when excess magmatic pressure above lithostatic exceeds the surrounding rock&#x2019;s tensile strength (<xref ref-type="bibr" rid="B65">Wilson, 1980</xref>; <xref ref-type="bibr" rid="B25">Gudmundsson, 1988</xref>). Changes in magma reservoir volume typically lead to pressure variations on the reservoir wall (<xref ref-type="bibr" rid="B7">Blake, 1981</xref>). Equally, stress changes on a magma reservoir may produce volumetric fluctuations if the magnitude of stress change is great enough (<xref ref-type="bibr" rid="B52">Stein, 1999</xref>). Stress variations can lead to the clamping or unclamping of fractures around a reservoir which may promote or inhibit the propagation of magma towards the surface. Here, we investigate stress transfer between a major strike-slip fault system (the Tuz G&#xf6;l&#xfc; fault zone) and the active Hasan Da&#x11f; volcanic complex of the Central Anatolian Volcanic Province. A seismic swarm culminating in a M5.1 to M5.2 earthquake on September 20, 2020 occurred within 10&#xa0;km of the summit of Hasan Da&#x11f; and within 20&#xa0;km from the Tuz G&#xf6;l&#xfc; fault zone, in a volume with no recorded historic seismicity (<xref ref-type="bibr" rid="B4">Aydar et&#x20;al., 2021</xref>). This raises questions about possible stress transfer from the major fault zone to the surrounding crust and secondary fault systems. We show that the currently accrued stress along the Tuz G&#xf6;l&#xfc; fault zone forces the magma-tectonic system towards failure and discuss resulting hazards.</p>
</sec>
<sec id="s2">
<title>2 Background</title>
<sec id="s2-1">
<title>2.1 Central Anatolian Tectonics</title>
<p>Central Anatolia is a region of lithospheric thinning (e.g., <xref ref-type="bibr" rid="B45">Piromallo and Morelli, 2003</xref>; <xref ref-type="bibr" rid="B18">Fichtner et&#x20;al., 2013</xref>) hosted between the Western Anatolia Extentional Province and the Eastern Anatolia Shortening Province (e.g., <xref ref-type="bibr" rid="B21">G&#xf6;&#x11f;&#xfc;&#x15f; et&#x20;al., 2017</xref>, and references therein) (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). The tectonics of Central Anatolia are dominated by two active NW-SE trending strike-slip fault systems: 1) the left-lateral Ecemi&#x15f; fault zone and 2) the transtensive dextral Tuz G&#xf6;l&#xfc; fault zone (TGFZ) (<xref ref-type="bibr" rid="B56">Toprak and G&#xf6;nc&#xf6;og&#x304;lu, 1993</xref>). In addition, sets of older normal faults with a NE-SW trend have been identified buried beneath Pleistocene volcanic products (<xref ref-type="bibr" rid="B56">Toprak and G&#xf6;nc&#xf6;og&#x304;lu, 1993</xref>; <xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>). The 200&#xa0;km long (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>) TGFZ marks the western border of the Central Anatolian Volcanic Province (CAVP). Seismicity along the fault is common, with an average earthquake focal depth of 10&#xa0;km, and a moment magnitude M<sub>
<italic>w</italic>
</sub> &#x2264; 5.2 (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>). Block modelling across Central Anatolia by <xref ref-type="bibr" rid="B2">Aktu&#x11f; et&#x20;al. (2013)</xref> indicates a normal component of the slip rate along the TGFZ of about 1&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>, in addition to a right-lateral slip rate of about 5&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> along the middle and/or southern part of the TGFZ (<xref ref-type="bibr" rid="B2">Aktu&#x11f; et&#x20;al., 2013</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Maps of the study area. Inset: Map of tectonic setting of the Anatolian microplate bound by the Eurasian plate to the north and African and Arabian plates to the south. Large arrows next to plate labels show the overall direction of plate movement. Black lines represent fault zones (EFZ: Ecemi&#x15f; fault zone; TGFZ: Tuz G&#xf6;l&#xfc; fault zone). The red triangle shows the location of Hasan Da&#x11f; volcano. Fault locations and plate directions are from <xref ref-type="bibr" rid="B57">Tosun et&#x20;al. (2007)</xref>. Main panel: solid red line: Akhisar-Kili&#xe7; fault segment of the TGFZ; dashed red line: approximation of the Karaman-Ni&#x11f;de shear zone; BHD: Big Hasan Da&#x11f;; SHD: Small Hasan Da&#x11f;.</p>
</caption>
<graphic xlink:href="feart-09-732696-g001.tif"/>
</fig>
<p>The TGFZ is composed of fault segments with lengths of between 4 and 33&#xa0;km (<xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten, 2012</xref>). With a length of 27&#xa0;km, the NW-SE trending Akhisar-Kili&#xe7; fault segment (AKFS) is one of the most important segments of the TGFZ due to its length and morphotectonic features which indicate a total vertical displacement of 268&#xa0;m since the lower Pliocene (<xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten, 2012</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Hasan Da&#x11f; Volcano</title>
<p>Hasan Da&#x11f; is a polygenetic, twin peaked stratovolcano in the CAVP (<xref ref-type="bibr" rid="B39">Kuscu and Geneli, 2010</xref>) composed of Big Mount Hasan (BMH) at 3252&#xa0;m a.s.l. and Small Mount Hasan (SMH) at 3069&#xa0;m a.s.l. (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Edifice formation occurred on the site of the extinct Ke&#xe7;ikalesi volcano by three, distinctive evolutionary phases (Paleo-, Meso-, Neo-Hasan Da&#x11f;; <inline-formula id="inf8">
<mml:math id="m8">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> 7.21&#x20;&#xb1; 0.9&#xa0;Ma, 1-0.1&#xa0;Ma, and <inline-formula id="inf9">
<mml:math id="m9">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> 0.1&#xa0;Ma, respectively) (<xref ref-type="bibr" rid="B5">Aydar, 1992</xref>; <xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>). All evolutionary phases have temporal patterns synonymous with ignimbrite volcanism: dome lava extrusion preceding extensive volcanoclastic deposits and structural failure of the vent leading to caldera formation (<xref ref-type="bibr" rid="B15">Deniel et&#x20;al., 1998</xref>). Magmas at Hasan Da&#x11f; have evolved from tholeiitic to calc-alkaline but are consistently dominated by andesites and rhyolites with subordinate basalts (<xref ref-type="bibr" rid="B15">Deniel et&#x20;al., 1998</xref>).</p>
<p>Hasan Da&#x11f;&#x2019;s edifice is composed of pyroclastic deposits, lava flows and lava domes (<xref ref-type="bibr" rid="B19">Friedrichs et&#x20;al., 2020</xref>), with the most recent pumice-forming eruption dated at 8.98&#x20;&#xb1; 0.64 ka (<xref ref-type="bibr" rid="B49">Schmitt et&#x20;al., 2014</xref>) and a lava dome dated at <inline-formula id="inf10">
<mml:math id="m10">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula>6 ka (<xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>). A long-term eruptive flux for Hasan Da&#x11f; is estimated at between 0.1 and 0.3&#xa0;km<sup>3</sup> ka<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B19">Friedrichs et&#x20;al., 2020</xref>). Elevated levels of H<sub>2</sub>S and CO<sub>2</sub> gas at the volcano&#x2019;s summit and fumarolic degassing on its western flank with temperatures of up to 68.7&#xb0;C and CO<sub>2</sub> levels &#x223c;10,000&#xa0;ppm are indicative of the presence of an active magmatic system (<xref ref-type="bibr" rid="B16">D&#x130;ker et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B58">Ulusoy et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B4">Aydar et&#x20;al., 2021</xref>).</p>
<p>Mid-crustal low-seismic velocity layers beneath the volcanic province may represent magma reservoirs feeding active surface volcanism (<xref ref-type="bibr" rid="B1">Abgarmi et&#x20;al., 2017</xref>). The electrical conductivity structure beneath Hasan Da&#x11f; highlights a conductive zone centred at 5&#xa0;km depth beneath the plateau and is interpreted to represent the volcano&#x2019;s upper-crustal magma reservoir (<xref ref-type="bibr" rid="B53">Tank and Kara&#x15f;, 2020</xref>).</p>
</sec>
<sec id="s2-3">
<title>2.3&#x20;Volcano-Tectonics of Hasan Da&#x11f;</title>
<p>The fault segment (AKFS) transects the north-eastern flank of the Hasan Da&#x11f; volcanic complex (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>) and intersects the sinistral, NE-SW trending Karaman-Ni&#x11f;de shear zone (KNSZ) (<xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>; <xref ref-type="bibr" rid="B50">&#x15e;eng&#xf6;r and Zabc&#x131;, 2019</xref>) (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Quaternary volcanics of Hasan Da&#x11f; have been cut by faulting along the AKFS (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>). The segment has an average Quaternary vertical slip rate of 0.05&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten, 2012</xref>). Dextral offsets of Hasan Da&#x11f; lavas permit deducing average right-lateral slip rates of 0.58&#x2013;3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> over the past 2&#xa0;Ma (<xref ref-type="bibr" rid="B37">Krystopowicz et&#x20;al., 2020</xref>). Paleoseismic and geochronological evidence (<xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten, 2012</xref>) of two Holocene earthquakes on the AKFS at 10&#x20;&#xb1; 0.41&#xa0;ka BP and 5.450&#xa0;ka&#xb1;0.16&#xa0;BP provide a recurrence interval of&#x20;4.55&#x20;&#xb1; 0.45&#xa0;ka. Elevated footwall uplift rates towards the south-eastern end of the TGFZ may pertain to interactions between the fault zone and the Hasan Da&#x11f; magmatic system&#x20;(<xref ref-type="bibr" rid="B37">Krystopowicz et&#x20;al., 2020</xref>). Seismicity in proximity to Hasan Da&#x11f; includes hypocentral depths that are deeper (<inline-formula id="inf11">
<mml:math id="m11">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula>10&#xa0;km) than common for the region (<xref ref-type="bibr" rid="B4">Aydar et&#x20;al., 2021</xref>), and may perhaps be indicative of a volcanogenic origin (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Methods</title>
<p>Slip on a fault occurs when shear stress overcomes static friction across the fault plane (<xref ref-type="bibr" rid="B63">Wang et&#x20;al., 2014</xref>). This principle underlies the Coulomb Failure Criterion, which predicts the occurrence of slip when the Coulomb failure stress change (&#x394;CFS) on a fault overcomes a given value, defined as (<xref ref-type="bibr" rid="B33">King et&#x20;al., 1994</xref>):<disp-formula id="e1">
<mml:math id="m12">
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3c4;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3bc;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(1)</label>
</disp-formula>where &#x394;<italic>&#x3c4;</italic> is the change in shear stress, <italic>&#x3bc;</italic> is the coefficient of friction, &#x394;<italic>&#x3c3;</italic>
<sub>
<italic>n</italic>
</sub> is the change in normal stress, and &#x394; P is the change in pore fluid pressure. Symbols and abbreviations used throughout this paper are summarised in <xref ref-type="table" rid="T2">Table&#x20;2</xref>. The conventions employed in this study are 1) shear stress change on a fault is positive in the direction of slip and 2) normal stress change is extensional and thus positive if a fault or fracture is unclamped. Failure is encouraged if &#x394;CFS is positive and discouraged if negative; both increased shear and unclamping of faults promote failure.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Abbreviations, units and definitions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Symbol</th>
<th align="center">SI Unit</th>
<th align="center">Definition</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">TGFZ</td>
<td align="left">&#x2014;</td>
<td align="left">Tuz G&#xf6;l&#xfc; fault zone</td>
</tr>
<tr>
<td align="left">AKFS</td>
<td align="left">&#x2014;</td>
<td align="left">Akhisar-Kili&#xe7;c fault segment</td>
</tr>
<tr>
<td align="left">KNSZ</td>
<td align="left">&#x2014;</td>
<td align="left">Karaman-Ni&#x11f;de shear zone</td>
</tr>
<tr>
<td align="left">&#x394;CFS</td>
<td align="left">Pa</td>
<td align="left">Coulomb Failure Stress</td>
</tr>
<tr>
<td align="left">&#x394;<italic>&#x3c4;</italic>
</td>
<td align="left">Pa</td>
<td align="left">Shear stress change</td>
</tr>
<tr>
<td align="left">&#x394;<italic>&#x3c3;</italic>
<sub>
<italic>n</italic>
</sub>
</td>
<td align="left">Pa</td>
<td align="left">Normal stress change</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
</td>
<td align="left">&#x2014;</td>
<td align="left">Coefficient of friction</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>&#x2032;</td>
<td align="left">&#x2014;</td>
<td align="left">Effective coefficient of friction</td>
</tr>
<tr>
<td align="left">P</td>
<td align="left">Pa</td>
<td align="left">Pore fluid pressure</td>
</tr>
<tr>
<td align="left">B</td>
<td align="left">&#x2014;</td>
<td align="left">Skempton&#x2019;s coefficient</td>
</tr>
<tr>
<td align="left">
<italic>&#x3c3;</italic>
<sub>
<italic>kk</italic>
</sub>
</td>
<td align="left">Pa</td>
<td align="left">Trace of stress tensor</td>
</tr>
<tr>
<td align="left">M<sub>
<italic>w</italic>
</sub>
</td>
<td align="left">&#x2014;</td>
<td align="left">Moment magnitude of earthquake</td>
</tr>
<tr>
<td align="left">
<italic>M</italic>
<sub>
<italic>o</italic>
</sub>
</td>
<td align="left">N m</td>
<td align="left">Seismic moment of earthquake</td>
</tr>
<tr>
<td align="left">SRL</td>
<td align="left">km</td>
<td align="left">Surface rupture length</td>
</tr>
<tr>
<td align="left">RA</td>
<td align="left">m<sup>2</sup>
</td>
<td align="left">Fault rupture area</td>
</tr>
<tr>
<td align="left">RW</td>
<td align="left">m</td>
<td align="left">Fault rupture width</td>
</tr>
<tr>
<td align="left">AD</td>
<td align="left">m</td>
<td align="left">Average fault displacement</td>
</tr>
<tr>
<td align="left">
<italic>&#x3c1;</italic>
</td>
<td align="left">kg m<sup>&#x2212;3</sup>
</td>
<td align="left">Density</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bd;</italic>
</td>
<td align="left">&#x2014;</td>
<td align="left">Poisson&#x2019;s ratio</td>
</tr>
<tr>
<td align="left">E<sub>
<italic>d</italic>
</sub>
</td>
<td align="left">Pa</td>
<td align="left">Dynamic Young&#x2019;s modulus</td>
</tr>
<tr>
<td align="left">E<sub>
<italic>s</italic>
</sub>
</td>
<td align="left">Pa</td>
<td align="left">Static Young&#x2019;s modulus</td>
</tr>
<tr>
<td align="left">
<italic>V</italic>
<sub>
<italic>p</italic>
</sub>
</td>
<td align="left">m s<sup>&#x2212;1</sup>
</td>
<td align="left">P-wave velocity</td>
</tr>
<tr>
<td align="left">
<italic>V</italic>
<sub>
<italic>s</italic>
</sub>
</td>
<td align="left">m s<sup>&#x2212;1</sup>
</td>
<td align="left">S-wave velocity</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Assuming rocks are undrained during the coseismic phase the change in pore pressure is defined by (<xref ref-type="bibr" rid="B11">Cocco and Rice, 2002</xref>):<disp-formula id="e2">
<mml:math id="m13">
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>B</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
</mml:math>
<label>(2)</label>
</disp-formula>where B is Skempton&#x2019;s coefficient and <italic>&#x3c3;</italic>
<sub>
<italic>kk</italic>
</sub> is the trace of the stress tensor (<xref ref-type="bibr" rid="B29">Harris, 1998</xref>). Assuming that the ductility of the interior fault material is greater than that of the surrounding materials gives <italic>&#x3c3;</italic>
<sub>
<italic>xx</italic>
</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>
<italic>yy</italic>
</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>
<italic>zz</italic>
</sub>, and (&#x394;<italic>&#x3c3;</italic>
<sub>
<italic>kk</italic>
</sub>)/3 &#x3d; &#x394;<italic>&#x3c3;</italic> (<xref ref-type="bibr" rid="B29">Harris, 1998</xref>). These assumptions cause the simplification of <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> to:<disp-formula id="e3">
<mml:math id="m14">
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3c4;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2032;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3c3;</mml:mi>
</mml:math>
<label>(3)</label>
</disp-formula>where is the effective coefficient of friction (<xref ref-type="bibr" rid="B33">King et&#x20;al., 1994</xref>):<disp-formula id="e4">
<mml:math id="m15">
<mml:msup>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2032;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3bc;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>B</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(4)</label>
</disp-formula>In this study <italic>&#x3bc;</italic>&#x2032; &#x3d; 0.4, in line with volcano-tectonic studies of similar sized fault systems (<xref ref-type="bibr" rid="B42">Nostro et&#x20;al., 1998</xref>).</p>
<sec id="s3-1">
<title>3.1 Model Set-Up</title>
<p>To investigate volcano-tectonic linkages between the Tuz G&#xf6;l&#xfc; fault segment and Hasan Da&#x11f; we numerically solve for stresses imparted by slip on the fault segment (the source) to the surrounding crust and faults/fractures (the receivers) using Finite Element Analysis (COMSOL Multiphysics v5.4). The 3D model (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) is set up such that horizontal distances were &#x2212;45&#xa0;km &#x2264; x &#x2264; 45&#xa0;km and &#x2212;75&#xa0;km &#x2264; y &#x2264; 75&#xa0;km, while the model extends to a depth z of 36&#xa0;km reflecting the depth of the Moho beneath the plateau surrounding Hasan Da&#x11f; (<xref ref-type="bibr" rid="B54">Tezel et&#x20;al., 2013</xref>). The plateau sits at 1000&#xa0;m above sea level with Hasan Da&#x11f;&#x2019;s edifice protruding above to a maximum prominence of 2253&#xa0;m. Geospatial data of the region were obtained from a Digital Elevation Model (<xref ref-type="bibr" rid="B2">Aktu&#x11f; et&#x20;al., 2013</xref>) based on the 3&#x20;arc-seconds NASA Shuttle Radar Topographic Mission (SRTM) data (Version 2; <ext-link ext-link-type="uri" xlink:href="https://www2.jpl.nasa.gov/srtm/">https://www2.jpl.nasa.gov/srtm/</ext-link>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Set up of the 3D finite element model. <bold>(A)</bold> Layered crustal mechanical heterogeneities are represented by subdomains with properties defined in <xref ref-type="table" rid="T3">Table&#x20;3</xref>. The modelled subsurface architecture shows an increase in mechanical rigidity and density with depth. TGFZ: Tuz G&#xf6;l&#xfc; fault zone; KNSZ: Karaman-Ni&#x11f;de shear zone. An oblate cavity [shown in <bold>(B)</bold>] centred at [0, 0, &#x2212;5000], but not shown for clarity represents the magma reservoir of Hasan Da&#x11f;. <bold>(B)</bold> Schematic (not to scale) of the modeled relationship between the AKFS&#x2019;s fault plane and Hasan Da&#x11f;&#x2019;s magma reservoir. The magma reservoir is located towards the south-eastern end of the fault&#x20;plane.</p>
</caption>
<graphic xlink:href="feart-09-732696-g002.tif"/>
</fig>
<p>Model boundary condition are: 1) a free surface boundary constraint applied to the upper surface of the model, 2) a fixed constrained applied to the lower boundary, and 3) roller constraints at the lateral surfaces. The TGFZ and KNSZ are implemented as a set of identity pairs with continuity constraints applied and have either slip velocities or finite displacements prescribed depending on the nature of the study. The KNSZ has a no-slip boundary condition attributed to it. Both fault zones were modelled as straight, continuous features running through the entire modelling domain. While the TGFZ is modelled as a subvertical right-lateral fault trending 34&#xb0;NW and dipping 68&#xb0;SW from the horizontal, the KNSZ is modelled as vertical and trending at 55&#xb0;NE (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>).</p>
<p>Using the upper-crustal high electrical conductivity anomaly beneath the volcano as a proxy (<xref ref-type="bibr" rid="B53">Tank and Kara&#x15f;, 2020</xref>), we implement the volcano&#x2019;s magma reservoir by an oblate ellipsoid with a semi-minor axis of 1&#xa0;km and semi-major axes of 1.8&#xa0;km. The modelled reservoir contains six (a&#x2013;f) point probes (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). a is at the upper most point on the reservoir while b is at the lower-most point. Both are 1&#xa0;km from the reservoir&#x2019;s centre. Points a and b have tangents that are in the xy plane. c, d, e and f are on the side of the magma reservoir at greatest distance from the centre (1.8&#xa0;km). Points c and d have tangents that are parallel to the fault plane of the AKFS while e and f have tangents that are perpendicular to it. The magma reservoir is located towards the south-eastern end of the fault&#x20;plane.</p>
<p>A typical model contains a structured mesh with &#x223c; 2.5 &#xd7;10<sup>5</sup> elements solving for &#x223c;10<sup>6</sup> degrees of freedom. The mesh coarsens with distance from the fault plane, magma reservoir, and edifice.</p>
<p>Surface rupture lengths of 5, 10, 15, 20, 25, and 27&#xa0;km were used to parameterise the partial or complete failure of the AKFS. To derive the moment magnitude M<sub>
<italic>w</italic>
</sub> of the consequential earthquakes, we use the empirical relationship defined by <xref ref-type="bibr" rid="B64">Wells and Coppersmith (1994)</xref>:<disp-formula id="e5">
<mml:math id="m16">
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>b</mml:mi>
<mml:mspace width="0.3333em" class="nbsp"/>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>g</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(5)</label>
</disp-formula>where SRL is the surface rupture length in km. a and b are 5.16&#xb1;0.13 and 1.12&#xb1;0.08, respectively, for strike-slip faulting, and 4.86&#xb1;0.34 and 1.32&#xb1;0.26, respectively for normal&#x20;slip.</p>
<p>The fault rupture area (RA) is calculated from:<disp-formula id="e6">
<mml:math id="m17">
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>g</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>b</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>If the faulting regime is strike-slip then a and b are &#x2212;3.42&#xb1;0.18 and 0.9&#xb1;0.03, respectively, while for normal slip they are &#x2212;2.87&#xb1;0.50 and 0.82&#xb1;0.08, respectively (<xref ref-type="bibr" rid="B64">Wells and Coppersmith, 1994</xref>).</p>
<p>Fault rupture widths (RW; in km) in down-dip direction for given M<sub>
<italic>w</italic>
</sub> were derived from:<disp-formula id="e7">
<mml:math id="m18">
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>g</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>b</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
<label>(7)</label>
</disp-formula>where a and b are &#x2212;0.76&#xb1;0.12 and 0.27&#xb1;0.02, respectively, for strike-slip faulting, and 1.14&#xb1;0.28 and 0.35&#xb1;0.05, respectively for normal slip (<xref ref-type="bibr" rid="B64">Wells and Coppersmith, 1994</xref>).</p>
<p>See <xref ref-type="table" rid="T5">Table&#x20;5</xref> for the full parameterisation.</p>
</sec>
<sec id="s3-2">
<title>3.2 Benchmarking</title>
<p>We benchmarked the numerical solutions of Coulomb failure stress changes against analytical solutions from the Coulomb 3.4 code (<xref ref-type="bibr" rid="B55">Toda et&#x20;al., 2011</xref>) for the case of an elastic and mechanically homogeneous medium. Coulomb 3.4 outputs &#x394;CFS in 2D space, while our models solve in 3D. The simplest way to benchmark the 2D and 3D solutions is to solve for &#x394;CFS in the xy, xz and yz planes in our models and to identify the plane of both maximum and minimum principal stresses and hence of maximum shear stresses. Due to the dominance of right-lateral displacement along the sub-vertical AKFS, the Coulomb failure stress changes calculated in the xy plane in our 3D models provided the best fit to the Coulomb 3.4 stress solutions. As a result, all &#x394;CFS solutions from our numerical models are reported in the xy plane such that &#x394;CFS &#x3d; &#x394;CFF<sub>
<italic>xy</italic>
</sub>. See <xref ref-type="sec" rid="s12">Supplementary Material</xref> for further details on model benchmarking.</p>
</sec>
<sec id="s3-3">
<title>3.3 Crustal Heterogeneity</title>
<p>The mechanical structure of the crust is parameterised from seismic p-wave velocity data. Data from <xref ref-type="bibr" rid="B48">Salah et&#x20;al. (2014)</xref> are used for depths <inline-formula id="inf12">
<mml:math id="m19">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula> 3&#xa0;km, while in the absence of reliable shallow (<inline-formula id="inf13">
<mml:math id="m20">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> 3&#xa0;km depth) crustal data for the CAVP and Hasan Da&#x11f;, the upper 3&#xa0;km of the crust are parameterised using data from the Cascades. We chose seismic velocity data from Mt. St. Helens Volcano <xref ref-type="bibr" rid="B34">Kiser et&#x20;al. (2016)</xref> due to close similarities in eruption style, eruptive products and edifice formation at both volcanoes and very similar upper-crustal seismic velocities (e.g., at 3&#xa0;km depth V<sub>
<italic>p</italic>
</sub> and V<sub>
<italic>p</italic>
</sub>/V<sub>
<italic>s</italic>
</sub> data in Central Anatolia are only 1.5% larger than in the Cascades). Note that the derived Coulomb Failure stress changes reported in this study for depth <inline-formula id="inf14">
<mml:math id="m21">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula> 4&#xa0;km are insensitive to the implemented mechanical structure <inline-formula id="inf15">
<mml:math id="m22">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula> 3&#xa0;km depth. The crustal density (<italic>&#x3c1;</italic>) distribution was obtained from p-wave velocities <italic>via</italic> the following polynomial regression fit (<xref ref-type="bibr" rid="B10">Brocher, 2005</xref>):<disp-formula id="e8">
<mml:math id="m23">
<mml:mi>&#x3c1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.6</mml:mn>
<mml:mspace width="0.17em"/>
<mml:mn>612</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.4</mml:mn>
<mml:mspace width="0.17em"/>
<mml:mn>721</mml:mn>
<mml:msubsup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.0</mml:mn>
<mml:mspace width="0.17em"/>
<mml:mn>671</mml:mn>
<mml:msubsup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0</mml:mn>
<mml:mspace width="0.17em"/>
<mml:mn>043</mml:mn>
<mml:msubsup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.000</mml:mn>
<mml:mspace width="0.17em"/>
<mml:mn>106</mml:mn>
<mml:msubsup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>Poisson&#x2019;s ratio (<italic>&#x3bd;</italic>) was calculated as a function of the p- and s-wave velocity ratios:<disp-formula id="e9">
<mml:math id="m24">
<mml:mi>&#x3bd;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>Finally, the dynamic Young&#x2019;s modulus (E) was calculated from:<disp-formula id="e10">
<mml:math id="m25">
<mml:msub>
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mi>&#x3bd;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3bd;</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3bd;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3bd;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>An empirical correction is applied to convert the dynamic modulus E<sub>
<italic>d</italic>
</sub> to static modulus E<sub>
<italic>s</italic>
</sub>. Following (<xref ref-type="bibr" rid="B25">Gudmundsson, 1988</xref>) the ratio of E<sub>
<italic>s</italic>
</sub>/<italic>E</italic>
<sub>
<italic>d</italic>
</sub> used in this study is 0.5. Elastic properties attributed to Hasan Da&#x11f;&#x2019;s edifice were taken from Montserrat (<xref ref-type="bibr" rid="B67">Young and Gottsmann, 2015</xref>) due to a lack of local data and broadly similar eruptive products of andesite volcanism at both volcanoes. See <xref ref-type="table" rid="T3">Table&#x20;3</xref> for mechanical properties assigned to all model domains.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Mechanical properties assigned to each subdomain in the model. The plateau surrounding Hasan Da&#x11f; is set to z &#x3d; 0&#xa0;m in the model, thus the edifice extends to a height of z &#x3d; 2532&#xa0;m. See <xref ref-type="disp-formula" rid="e8">Eq. 8</xref> and <xref ref-type="sec" rid="s12">Supplementary Table S1</xref> for further information on the derivation of the values.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Layer</th>
<th align="center">Depth below plateau (km)</th>
<th align="center">
<italic>&#x3bd;</italic>
</th>
<th align="center">E<sub>
<italic>d</italic>
</sub> (GPa)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="center">Edifice</td>
<td align="char" char=".">0.25</td>
<td align="char" char=".">5</td>
</tr>
<tr>
<td align="left">2</td>
<td align="center">0&#x2013;1</td>
<td align="char" char=".">0.18</td>
<td align="char" char=".">17.4</td>
</tr>
<tr>
<td align="left">3</td>
<td align="center">1&#x2013;2</td>
<td align="char" char=".">0.17</td>
<td align="char" char=".">25.0</td>
</tr>
<tr>
<td align="left">4</td>
<td align="center">2&#x2013;3</td>
<td align="char" char=".">0.22</td>
<td align="char" char=".">33.0</td>
</tr>
<tr>
<td align="left">5</td>
<td align="center">3&#x2013;7</td>
<td align="char" char=".">0.27</td>
<td align="char" char=".">37.3</td>
</tr>
<tr>
<td align="left">6</td>
<td align="center">7&#x2013;17</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">38.2</td>
</tr>
<tr>
<td align="left">7</td>
<td align="center">17&#x2013;33</td>
<td align="char" char=".">0.25</td>
<td align="char" char=".">47.1</td>
</tr>
<tr>
<td align="left">8</td>
<td align="center">33&#x2013;36</td>
<td align="char" char=".">0.25</td>
<td align="char" char=".">81.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>3.4 Stress Drop of Earthquakes</title>
<p>The moment magnitude (M<sub>
<italic>w</italic>
</sub>) is dimensionless, but can be linked to the seismic moment (M<sub>
<italic>o</italic>
</sub>) of an earthquake (<xref ref-type="bibr" rid="B28">Hanks and Kanamori, 1979</xref>):<disp-formula id="e11">
<mml:math id="m26">
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi mathvariant="italic">log</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>o</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>10.7</mml:mn>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
<p>The above equation gives seismic moment in 10<sup>&#x2013;7</sup> Nm. The seismic moment is a function of the stress drop &#x394;<italic>&#x3c3;</italic> experienced by the fault during an earthquake (<xref ref-type="bibr" rid="B31">Kanamori and Anderson, 1975</xref>):<disp-formula id="e12">
<mml:math id="m27">
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>o</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>R</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>Here we assume that the stress drop equates to the magnitude of stress required for the fault to slip; i.e.,&#x20;rupture occurs at &#x394;CFS &#x2265; &#x394; <italic>&#x3c3;</italic>, and is further assumed to occur in the middle of the fault segment propagating outwards. We thus model the fault segment as transcurrent.</p>
</sec>
<sec id="s3-5">
<title>3.5&#x20;Time-Dependent Model</title>
<p>The cumulative displacement along a fault is a function of time (t), thus a time-dependent study is added to the model, whereby t &#x3d; 0 is immediately after the most recent earthquake when the stress on the AKFS was at its minimum. This enables the interrogation of the temporal evolution of stress accumulation along fault segments with lengths equalling hypothetical future surface rupture lengths with a view to determine the timing of failure for given fault kinematics.</p>
</sec>
<sec id="s3-6">
<title>3.6 Coulomb Failure Stress Change on Receiver Faults</title>
<p>Changes in Coulomb failure stresses are modeled by 1) slip of the AKFS since its most recent earthquake (termed gradual slip hereafter) and 2) by a hypothetical earthquake caused by rupture of the AKFS. Quaternary (gradual) slip rates of 0.05&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> normal slip, and 0.58&#x2013;3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> right-lateral slip are applied to the AKFS until the calculated stress drop magnitude &#x394;<italic>&#x3c3;</italic> is reached. Instantaneous displacements vectors were then applied to the fault segment to model the resultant Coulomb failure stress change on receiver faults from the hypothetical earthquake. See also <xref ref-type="sec" rid="s12">Supplementary Material</xref> for the parameterisation of Coulomb failure stress changes.</p>
</sec>
<sec id="s3-7">
<title>3.7 Average Displacement by Faulting</title>
<p>The average fault displacement AD due to each earthquake was calculated via<disp-formula id="e13">
<mml:math id="m28">
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>g</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>b</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
<label>(13)</label>
</disp-formula>where M in the moment magnitude of each slip event, a and b are constants equalling &#x2212;6.32&#xb1;0.61 and 0.9&#xb1;0.09, respectively (<xref ref-type="bibr" rid="B64">Wells and Coppersmith, 1994</xref>). Slip as a result of the hypothetical earthquakes follows the rake of the gradual slip. Earthquakes following normal slip displacement of 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> and right-lateral slip of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> events have a rake of &#x2212;175&#xb0;. Earthquakes following normal slip displacement of 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> and right-lateral slip of 3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> events have a rake of &#x2212;179&#xb0;<italic>.</italic> The derived average displacements and slip components are given in <xref ref-type="table" rid="T4">Table&#x20;4</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Values of average displacement (AD) (1<italic>&#x3c3;</italic> errors in parentheses) across the Akhisar-Kili&#xe7; fault segment for given surface rupture length (SRL) derived from <xref ref-type="disp-formula" rid="e13">Eq. 13</xref>. Strike-slip and normal slip components are calculated based on the ratio between dextral slip and normal slip components of gradual annual slip on the segment over the past 2&#xa0;Ma for given lower 1) and upper 2) bound slip rates as reported in <xref ref-type="bibr" rid="B37">Krystopowicz et&#x20;al. (2020)</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">SRL (km)</th>
<th align="left">AD (m)</th>
<th align="left">dextral slip (m)</th>
<th align="left">Normal slip (m)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="4" align="left">(i) For lower-bound dextral slip of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> and normal slip 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>
</td>
</tr>
<tr>
<td align="left">&#xa0;5</td>
<td align="left">0.11 (0.03)</td>
<td align="left">0.097 (0.03)</td>
<td align="left">0.009 (0.002)</td>
</tr>
<tr>
<td align="left">&#xa0;10</td>
<td align="left">0.21 (0.04)</td>
<td align="left">0.20 (0.04)</td>
<td align="left">0.018 (0.003)</td>
</tr>
<tr>
<td align="left">&#xa0;15</td>
<td align="left">0.33 (0.04)</td>
<td align="left">0.30 (0.04)</td>
<td align="left">0.028 (0.003)</td>
</tr>
<tr>
<td align="left">&#xa0;20</td>
<td align="left">0.43 (0.03)</td>
<td align="left">0.40 (0.03)</td>
<td align="left">0.037 (0.003)</td>
</tr>
<tr>
<td align="left">&#xa0;25</td>
<td align="left">0.55 (0.02)</td>
<td align="left">0.50 (0.02)</td>
<td align="left">0.046 (0.002)</td>
</tr>
<tr>
<td align="left">&#xa0;27</td>
<td align="left">0.58 (0.02)</td>
<td align="left">0.53 (0.02)</td>
<td align="left">0.049 (0.02)</td>
</tr>
<tr>
<td colspan="4" align="left">(ii) For upper-bound dextral slip of 3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> and normal slip 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>
</td>
</tr>
<tr>
<td align="left">&#xa0;5</td>
<td align="left">0.11 (0.03)</td>
<td align="left">0.10 (0.03)</td>
<td align="left">0.001&#x2009;7 (0.000&#x2009;5)</td>
</tr>
<tr>
<td align="left">&#xa0;10</td>
<td align="left">0.21 (0.04)</td>
<td align="left">0.21 (0.04)</td>
<td align="left">0.003&#x2009;4 (0.007)</td>
</tr>
<tr>
<td align="left">&#xa0;15</td>
<td align="left">0.33 (0.04)</td>
<td align="left">0.32 (0.03)</td>
<td align="left">0.005&#x2009;1 (0.006)</td>
</tr>
<tr>
<td align="left">&#xa0;20</td>
<td align="left">0.43 (0.03)</td>
<td align="left">0.43 (0.03)</td>
<td align="left">0.006&#x2009;8 (0.000&#x2009;5)</td>
</tr>
<tr>
<td align="left">&#xa0;25</td>
<td align="left">0.55 (0.02)</td>
<td align="left">0.54 (0.02)</td>
<td align="left">0.008&#x2009;6 (0.000&#x2009;3)</td>
</tr>
<tr>
<td align="left">&#xa0;27</td>
<td align="left">0.58 (0.02)</td>
<td align="left">0.57 (0.02)</td>
<td align="left">0.009&#x2009;1 (0.000&#x2009;3)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-8">
<title>3.8 Coulomb Failure Stress Change on Hasan Da&#x11f;&#x2019;s Magma Reservoir</title>
<p>The Coulomb failure stress change on Hasan Da&#x11f;&#x2019;s magma reservoir is calculated for three different modes of crustal clamping and unclamping: 1) unclamping or clamping of magma pathways above the reservoir, 2) clamping or unclamping of pathways below the reservoir, 3) direct clamping of the reservoir walls. Six point probes on the magma reservoir are chosen to derive the stress change (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). At these points, Coulomb failure stress change is quantified on the tangential plane to the reservoir or fracture surface (see <xref ref-type="sec" rid="s12">Supplementary Material</xref>). Scenario 1 is calculated at point a both parallel and perpendicular to the strike of fault plane. Scenario 2 is calculated at point b also parallel and perpendicular to the strike of the fault. In both scenarios fractures are assumed vertical, dipping 90&#xb0; from the horizontal. Scenario 3 is calculated at points c, d, e, and f. The temporal evolution of stress changes on the reservoir is calculated from the most recent earthquake up to just before each hypothetical earthquake. The resultant stress change due to each earthquake was quantified by the prescribed slip on the fault&#x20;plane.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Results</title>
<sec id="s4-1">
<title>4.1 Fault Parameters</title>
<p>
<xref ref-type="table" rid="T5">Table&#x20;5</xref> shows the moment magnitudes (M<sub>
<italic>w</italic>
</sub>) of the hypothetical earthquakes along the AKFS, and their associated dimensions for either strike-slip or normal slip kinematics. The fault kinematics have little effect on the moment magnitudes for equivalent surface rupture lengths (SRLs). Moment magnitudes of strike-slip faulting match those by normal slip faulting for SRLs &#x2265;10&#xa0;km. The difference in M<sub>
<italic>w</italic>
</sub> for SRL &#x3d; 5&#xa0;km is <italic>&#x3c;</italic>3%. For strike-slip faults 5.9<italic>4</italic>&#xb1;0.06&#x20;&#x2264; M<sub>
<italic>w</italic>
</sub> &#x2264; 6.76&#xb1;0.01, while for normal slip faults 5.78&#xb1;0.13&#x20;&#x2264; M<sub>
<italic>w</italic>
</sub> &#x2264; 6.75&#xb1;0.03. Uncertainties in calculated fault areas and fault widths are generally smaller for strike-slip faulting compared to normal slip faulting. Except for the shortest SRL considered, rupture width are greater for strike-slip kinematics compared to normal&#x20;slip.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Values of maximum moment magnitude M<sub>
<italic>w</italic>
</sub> for each earthquake for selected surface rupture lengths (SRL), the associated rupture areas (RA) and rupture widths (RW) as given by <xref ref-type="disp-formula" rid="e5">Eqs 5</xref>, <xref ref-type="disp-formula" rid="e6">6</xref>. 1<italic>&#x3c3;</italic> errors are reported in parentheses. &#x2a; gives values for fault segment with pure strike-slip kinematics; &#x2a;&#x2a; gives values for fault segment with pure normal slip kinematics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">M<sub>
<italic>w</italic>
</sub>
</th>
<th align="center">RA (km<sup>2</sup>)</th>
<th align="center">RW (km)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="4" align="left">SRL&#x2a; (km)</td>
</tr>
<tr>
<td align="left">&#xa0;5</td>
<td align="center">5.94 (0.06)</td>
<td align="center">84.8 (10.9)</td>
<td align="center">7.0 (0.3)</td>
</tr>
<tr>
<td align="left">&#xa0;10</td>
<td align="center">6.28 (0.04)</td>
<td align="center">170.6 (11.7)</td>
<td align="center">8.6 (0.1)</td>
</tr>
<tr>
<td align="left">&#xa0;15</td>
<td align="center">6.48 (0.03)</td>
<td align="center">256.7 (3.1)</td>
<td align="center">10.6 (0.1)</td>
</tr>
<tr>
<td align="left">&#xa0;20</td>
<td align="center">6.62 (0.02)</td>
<td align="center">343.1 (3.1)</td>
<td align="center">10.6 (0.1)</td>
</tr>
<tr>
<td align="left">&#xa0;25</td>
<td align="center">6.73 (0.01)</td>
<td align="center">429.7 (4.4)</td>
<td align="center">11.4 (0.2)</td>
</tr>
<tr>
<td align="left">&#xa0;27</td>
<td align="center">6.76 (0.01)</td>
<td align="center">464.3 (7.8)</td>
<td align="center">11.6 (0.2)</td>
</tr>
<tr>
<td align="left">Average</td>
<td align="left"/>
<td align="left"/>
<td align="center">9.81 (1.62)</td>
</tr>
<tr>
<td colspan="4" align="left">SRL&#x2a;&#x2a; (km)</td>
</tr>
<tr>
<td align="left">&#xa0;5</td>
<td align="center">5.78 (0.13)</td>
<td align="center">74.4 (23.3)</td>
<td align="center">7.7 (0.7)</td>
</tr>
<tr>
<td align="left">&#xa0;10</td>
<td align="center">6.18 (0.07)</td>
<td align="center">157.6 (20.9)</td>
<td align="center">10.5 (0.6)</td>
</tr>
<tr>
<td align="left">&#xa0;15</td>
<td align="center">6.41 (0.03)</td>
<td align="center">244.5 (6.9)</td>
<td align="center">12.7 (0.7)</td>
</tr>
<tr>
<td align="left">&#xa0;20</td>
<td align="center">6.58 (0.02)</td>
<td align="center">333.8 (15.5)</td>
<td align="center">14.5 (1.3)</td>
</tr>
<tr>
<td align="left">&#xa0;25</td>
<td align="center">6.71 (0.02)</td>
<td align="center">424.9 (44.9)</td>
<td align="center">16.1 (1.9)</td>
</tr>
<tr>
<td align="left">&#xa0;27</td>
<td align="center">6.75 (0.03)</td>
<td align="center">461.9 (58.3)</td>
<td align="center">16.7 (2.2)</td>
</tr>
<tr>
<td align="left">Average</td>
<td align="left"/>
<td align="left"/>
<td align="center">13.0 (3.16)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="table" rid="T6">Table&#x20;6</xref> reports the stress drops along the AKFS for given earthquake moment magnitudes (<xref ref-type="disp-formula" rid="e12">Eq. 12</xref>). As expected, the magnitude of the stress drop does not change significantly with increasing moment magnitude and we derive an average stress drop of 2.6&#xb1;0.2&#xa0;MPa for the range of magnitudes considered.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Values of stress drop &#x394;<italic>&#x3c3;</italic> corresponding the moment magnitudes M<sub>
<italic>w</italic>
</sub> of earthquakes from <xref ref-type="table" rid="T5">Table&#x20;5</xref>. &#x2a; for fault segment with pure strike-slip kinematics. &#x2a;&#x2a; for fault segment with pure normal slip kinematics. The seismic moment M<sub>
<italic>o</italic>
</sub> was derived from the moment magnitude M<sub>
<italic>w</italic>
</sub> of each earthquake via <xref ref-type="disp-formula" rid="e11">Eq. 11</xref> (<xref ref-type="bibr" rid="B28">Hanks and Kanamori, 1979</xref>) which gives seismic moment in dyn&#xa0;cm, converted to MPa (1&#xa0;dyn&#xa0;cm &#x3d; 1 &#xd7; 10<sup>&#x2212;7</sup>&#xa0;MPa) and substituted into <xref ref-type="disp-formula" rid="e12">Eq. 12</xref>. 1<italic>&#x3c3;</italic> errors are reported in parentheses.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">M<sub>
<italic>o</italic>
</sub> &#xd7;10<sup>19</sup> (MPa)</th>
<th align="center">&#x394;<italic>&#x3c3;</italic> (MPa)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="3" align="left">M<sub>
<italic>w</italic>
</sub> &#x2a;</td>
</tr>
<tr>
<td align="left">&#xa0;5.94 (0.06)</td>
<td align="center">0.09 (0.02)</td>
<td align="center">2.4 (0.6)</td>
</tr>
<tr>
<td align="left">&#xa0;6.28 (0.07)</td>
<td align="center">0.30 (0.04)</td>
<td align="center">2.5 (0.4)</td>
</tr>
<tr>
<td align="left">&#xa0;6.48 (0.03)</td>
<td align="center">0.58 (0.06)</td>
<td align="center">2.6 (0.3)</td>
</tr>
<tr>
<td align="left">&#xa0;6.62 (0.02)</td>
<td align="center">0.95 (0.07)</td>
<td align="center">2.7 (0.2)</td>
</tr>
<tr>
<td align="left">&#xa0;6.73 (0.02)</td>
<td align="center">1.38 (0.07)</td>
<td align="center">2.7 (0.2)</td>
</tr>
<tr>
<td align="left">&#xa0;6.76 (0.03)</td>
<td align="center">1.57 (0.07)</td>
<td align="center">2.7 (0.2)</td>
</tr>
<tr>
<td colspan="3" align="left">M<sub>
<italic>w</italic>
</sub>&#x2a;&#x2a;</td>
</tr>
<tr>
<td align="left">&#xa0;5.78 (0.13)</td>
<td align="center">0.05 (0.03)</td>
<td align="center">1.2 (0.7)</td>
</tr>
<tr>
<td align="left">&#xa0;6.18 (0.07)</td>
<td align="center">0.21 (0.05)</td>
<td align="center">1.2 (0.3)</td>
</tr>
<tr>
<td align="left">&#xa0;6.41 (0.03)</td>
<td align="center">0.47 (0.05)</td>
<td align="center">1.2 (0.2)</td>
</tr>
<tr>
<td align="left">&#xa0;6.58 (0.01)</td>
<td align="center">0.82 (0.01)</td>
<td align="center">1.2 (0.2)</td>
</tr>
<tr>
<td align="left">&#xa0;6.71 (0.02)</td>
<td align="center">1.28 (0.08)</td>
<td align="center">1.3 (0.3)</td>
</tr>
<tr>
<td align="left">&#xa0;6.75 (0.03)</td>
<td align="center">1.49 (0.14)</td>
<td align="center">1.3 (0.4)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-2">
<title>4.2 Coulomb Failure Stress Changes on Akhisar-Kili&#xe7; Fault Segment</title>
<p>Coulomb failure stress change accumulation due to gradual slip of the AKFS as function of time since its most recent earthquake (5.450 ka&#xb1;0.16&#xa0;BP) is summarised in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>. We calculate a stress accumulation rate of 450&#xb1;10&#xa0;Pa&#xa0;yr<sup>&#x2212;1</sup> for the lower-bound estimate of the right-lateral slip rate (0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>). In this case a &#x394;CFS (equivalent to the stress drop calculated in <xref ref-type="disp-formula" rid="e13">Eq. 13</xref> and reported in <xref ref-type="table" rid="T6">Table&#x20;6</xref>) of 2.6&#xb1;0.2&#xa0;MPa is reached nowadays. The calculated stress accumulation for the upper-bound value of the right-lateral slip (3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>) is 2700&#xb1;67&#xa0;Pa&#xa0;yr<sup>&#x2212;1</sup>. As a result, the &#x394;CFS for fault rupture would have been attained &#x223c;1&#xa0;ka after the most recent earthquake and thus around &#x223c;4.5&#xa0;ka ago. The &#x394;CFS for pure normal rupture (<xref ref-type="table" rid="T6">Table&#x20;6</xref>) would have been reached at the greater rate of strike-slip within 500&#xa0;years after the most recent earthquake, and thus &#x223c;2.5&#xa0;ka ago at the smaller rate of strike-slip. The accuracy and precision of these results are subject to the accuracy of geochronological and palaeoseismological data reported by <xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten (2012)</xref> to estimate the timing of the most recent earthquake on the fault segment. Between 2.5&#xb1;0.2 and 15&#xb1;0.5&#xa0;MPa of stress has accumulated on the fault since then, if both the timing and the range of right-lateral slip rates are taken as&#x20;true.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Modeled Coulomb failure stress change accumulation &#x394;CFS (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>) by gradual slip on the Akhisar-Kili&#xe7;c fault segment (AKFS) for the range of transtensional slip velocities reported by <xref ref-type="bibr" rid="B37">Krystopowicz et&#x20;al. (2020)</xref> as a function of time elapsed since the most recent earthquake [5450&#x20;&#xb1; 160; using data from <xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten (2012)</xref>]. The vertical shaded area represents modern-day including data uncertainty and the horizontal shaded areas indicates stress drops &#x394;<italic>&#x3c3;</italic> of 2.6&#xb1;0.2 MPa and 1.2&#xb1;0.2&#xa0;MPa calculated for the range of moment magnitudes M<sub>
<italic>w</italic>
</sub> of earthquakes reported in <xref ref-type="table" rid="T5">Table&#x20;5</xref>. The solid blue line shows the stress accumulation on the AKFS for a dextral slip rate of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> (labeled slow rate) with a gradient of 450&#xb1;10&#xa0;Pa&#xa0;yr<sup>&#x2212;1</sup>. The solid black line shows the stress accumulation for a dextral slip rate of 3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> (labeled fast rate) and a resultant gradient of 2700&#x20;&#xb1; 67&#xa0;Pa&#xa0;yr<sup>&#x2212;1</sup>. Both scenarios have a normal slip rate of 0.05&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>. Uncertainties are expressed by dotted&#x20;lines.</p>
</caption>
<graphic xlink:href="feart-09-732696-g003.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>4.3 Coulomb Failure Stress Change on Hasan Da&#x11f;&#x2019;s Magma Reservoir and Feeder Systems</title>
<p>Coulomb failure stress changes on fractures and hence potential magma pathways above the magma reservoir are summarised in <xref ref-type="fig" rid="F4">Figures 4A&#x2013;D</xref>. gradual slip on the fault segment in general causes unclamping of fractures perpendicular to the strike of the fault plane, but clamping parallel to it. The magnitude of &#x394;CFS has been increasing as a function of time since the last earthquake for both slip distributions and the magnitude of clamping of fractures is fractionally greater for the smaller dextral gradual slip rate (&#x3c;2.5% difference for all magnitudes of future earthquakes). For fractures perpendicular to the strike of the fault, the rate of unclamping is 4.0 &#xd7; 10<sup>&#x2212;4</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup> for the smaller rate of right-lateral slip, and 2.3 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup> for the greater. Clamping of fractures parallel to the strike of the fault plane occurs at a rate of 3.1 &#xd7; 10<sup>&#x2212;4</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup> for the smaller rate of right-lateral slip, and 2.1 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup> for the greater.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Bar graphs of modeled changes in Coulomb failure stress on vertical fractures above <bold>(A&#x2013;D)</bold> and below <bold>(E&#x2013;H)</bold> Hasan Da&#x11f;&#x2019;s magma reservoir (extending from and to point probes a and b, respectively, in <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). The blue bars represent the change in Coulomb failure stress due to gradual slip along the Akhisar-Kili&#xe7;c fault segment (AKFS) since its most recent rupture (5450&#x20;&#xb1; 160&#xa0;ka) and prior to hypothetical earthquakes with given moment magnitude (M<sub>
<italic>w</italic>
</sub>). Orange segments show the Coulomb failure stress change as a result of the hypothetical earthquakes. <bold>(A,B,E,F)</bold> show results for a rate of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> right-lateral slip and a rate of 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> of normal slip on the fault segment (labeled slow slip), while <bold>(C,D,G,H)</bold> show Coulomb failure stress change due to right-lateral slip of 3.35&#xa0;mm&#xa0;y<sup>&#x2212;1</sup> and 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> of normal slip (labeled fast slip). Positive stress changes represent unclamping of fractures, while negative stress changes indicate clamping. <bold>(A,C,E,G)</bold> show stress changes perpendicular to the strike of the AKFS. <bold>(B,D,F,H)</bold> show stress changes in a direction that is parallel to the strike of the AKFS.</p>
</caption>
<graphic xlink:href="feart-09-732696-g004.tif"/>
</fig>
<p>Coulomb failure stress changes associated with the hypothetical fault ruptures exacerbate the trend of unclamping of fractures perpendicular to the strike of the fault, and clamping of fractures parallel to it. Again, there is little difference in results between the two rates of strike-slip kinematics (&#x3c;0.05&#xa0;MPa). The magnitude of &#x394;CFS largely increases with magnitude of the hypothetical earthquake event. An earthquake with an SRL of 10&#xa0;km (M<sub>
<italic>w</italic>
</sub> &#x223c;6.28) anomalously produces a smaller degree of clamping on fractures parallel to the strike of the fault plane than an earthquake with SRL of 5&#xa0;km (M<sub>
<italic>w</italic>
</sub> &#x223c;5.94).</p>
<p>Earthquakes with magnitudes 6.48&#x20;&#x2264; M<sub>
<italic>w</italic>
</sub> &#x2264; 6.76 significantly exacerbate the trends predicted by gradual Coulomb failure stress changes before fault rupture, whereby fractures perpendicular to the AKFS continue to be unclamped while fractures parallel to the AKFS being further clamped.</p>
<p>
<xref ref-type="fig" rid="F4">Figures 4E&#x2013;H</xref> depict the Coulomb failure stress changes on fractures below Hasan Da&#x11f;&#x2019;s magma reservoir due to gradual slip along the fault segment. Again, fractures are in general unclamped in a direction perpendicular to the fault plane but clamped parallel to it. There is &#x3c;0.05&#xa0;MPa difference in accrued stresses for the two slip rates for corresponding SRLs. Unclamping of fractures below the reservoir follows the same temporal pattern as predicted for fractures above the reservoir. The smaller slip-rate unclamps fractures perpendicular to the fault plane at a rate of 3.9 &#xd7; 10<sup>&#x2212;4</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup>, while the greater slip-rate unclamps at a rate of 2.2 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup>. Clamping of fractures parallel to the strike of the fault plane and below the reservoir occurs at a rate of 9.2 &#xd7; 10<sup>&#x2212;5</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup> for the smaller component of right-lateral slip, and 1.6 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;MPa&#xa0;yr<sup>&#x2212;1</sup> for the greater.</p>
<p>All hypothetical earthquakes produce positive values of Coulomb failure stress changes on fractures in a direction perpendicular to the fault and hence result in further unclamping of potential magma pathways. This magnitude of clamping increases with magnitude of earthquake. All hypothetical earthquakes also exacerbate the trend of clamping on the fractures parallel to the strike of the fault plane. Matching the trend for fractures above the chamber, earthquakes with an SRL of 10&#xa0;km produce a smaller magnitude of Coulomb failure stress change than earthquakes with an SRL of 5&#xa0;km. Earthquakes with a SRL greater than 10&#xa0;km produce increasing changes in Coulomb failure stress with increasing magnitude. Variations in the amount of modeled dextral slip on the fault segment have limited effects on the spatial and temporal evolution of Coulomb failure stress change on magma pathways below the reservoir.</p>
<p>The two rates of gradual slip produce very similar magnitudes of clamping of fractures along the reservoir wall; however, they are between one and two orders of magnitude smaller than the Coulomb failure stress change of fractures above and below the chamber (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). Point probes <italic>c</italic> and <italic>d</italic> (i.e.,&#x20;with tangents parallel to the fault plane) are both predicted to undergo clamping during gradual slip and prior to all hypothesised earthquake events. Point probes <italic>e</italic> and <italic>f</italic> (i.e.,&#x20;with tangents perpendicular to the fault plane) undergo unclamping during gradual&#x20;slip.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Same as <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> but for modeled Coulomb failure stress changes on point probes c, d, e and f on Hasan Da&#x11f;&#x2019;s magma reservoir (see also <xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). Tangents of c and d are parallel to the AKFS while tangents on e and f are perpendicular to it. <bold>(A,D)</bold> show the Coulomb failure stress changes on the points due to the gradual stress accumulation prior to hypothetical earthquakes with given moment magnitude. <bold>(B,E)</bold> show the Coulomb failure stress changes as a result of hypothetical earthquakes with given SRL. <bold>(C,F)</bold> show the cumulative Coulomb failure stress changes. <bold>(A&#x2013;C)</bold> for 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> right-lateral slip and 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> of normal slip (labeled slow slip). <bold>(D&#x2013;F)</bold> for 3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> right-lateral slip and 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> of normal slip (labeled fast slip).</p>
</caption>
<graphic xlink:href="feart-09-732696-g005.tif"/>
</fig>
<p>The pattern of Coulomb failure stress change produced on fractures parallel to the reservoir produced by the hypothetical earthquakes is more complex. While both slip rates produce very similar magnitudes of Coulomb failure stress change (&#x3c;0.03&#xa0;MPa), earthquakes with SRL &#x3d; 5, 20, 25 and 27&#xa0;km (M<sub>
<italic>w</italic>
</sub> &#x3d; 5.94, 6.62, 6.73 and 6.76) cause clamping at <italic>c</italic>, <italic>d</italic>, and <italic>f</italic>. An earthquakes with a SRL of 15&#xa0;km (M<sub>
<italic>w</italic>
</sub> &#x3d; 6.48) clamps <italic>c</italic> and <italic>f</italic>, while an earthquake with SRL &#x3d; 10&#xa0;km (M<sub>
<italic>w</italic>
</sub> &#x3d; 6.62) only clamps <italic>f</italic>. The magnitude of Coulomb failure stress change as a result of hypothetical earthquakes is much greater than that due to gradual slip on the fault. Therefore the spatial pattern of stress changes produced by seismic slip of the fault dominates the cumulative Coulomb failure stress changes at each point probe on the reservoir.</p>
</sec>
<sec id="s4-4">
<title>4.4 Coulomb Failure Stress Changes on Receiver Faults of the KNSZ</title>
<p>
<xref ref-type="fig" rid="F6">Figure&#x20;6</xref> shows the stress change on the KNSZ at different times (1, 4 and 7&#xa0;ka since the most recent earthquake) and depths (4, 6 and 8&#xa0;km) due to gradual slip on the AKFS. Due to its greater plausibility, we only used the smaller estimate of right-lateral slip on the AKFS in the calculations. Unclamping of the KNSZ is predicted to propagate from the intersection with the AKFS to the southwest as a function of time. To the southeast of the intersection, the shear zone is clamped. While the distributions of &#x394;CFS show little variation with depth, the magnitude of &#x394;CFS decreases with distance from the AKFS and Hasan Da&#x11f;&#x2019;s magma reservoir.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Modeled gradual Coulomb failure stress changes at selected depths on vertical planes parallel to the Karaman-Ni&#x11f;de shear zone (trending 55&#xb0; NE) after 1000, 4000 and 7000&#xa0;years since the most recent earthquake on the AKFS. Changes are calculated for the more plausible slow gradual slip rate of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> right-lateral and 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> normal slip. Coulomb failure stress changes at 4&#xa0;km depth <bold>(A&#x2013;C)</bold>, 6&#xa0;km depth <bold>(D&#x2013;F)</bold> and 8&#xa0;km depth <bold>(G&#x2013;I)</bold>. Note the reduction in scale in panel <bold>(G)</bold>.</p>
</caption>
<graphic xlink:href="feart-09-732696-g006.tif"/>
</fig>
<p>Coulomb failure stress changes on the KNSZ and vertical receiver faults parallel to it as a result of hypothesised seismic slip on the AKFS are shown in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>. Coulomb failure stress changes are shown for depths of 4, 6, and 8&#xa0;km by three earthquakes with SRLs of 5, 15, and 25&#xa0;km, respectively. Overall, magnitudes of Coulomb failure stress change increase as a function of SRL. At all depths considered, interactions with the pressurised magma reservoir distort the pattern of Coulomb failure stress change, though this interaction becomes less prevalent with increasing magnitude of the earthquake. As a result of an M5.94 earthquake and a SRL of 5&#xa0;km, the shear zone is predominantly unclamped to the west of the intersection with the TGFZ at all depths. At 4&#xa0;km depth stress interactions are most significant and while the shear zone is broadly clamped to the southwest of the intersection up to &#x223c;20&#xa0;km distance, localised unclamping is predicted in the vicinity of the magma reservoir. These complexities also persist at greater&#x20;depth.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Modeled Coulomb failure stress changes at selected depths on vertical planes parallel to the Karaman-Ni&#x11f;de shear zone (trending 55&#xb0; NE) as a result of hypothetical earthquakes along the AKFS with a rake of &#x2212;175&#xb0; commensurate with the gradual slip distribution of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> right-lateral slip, and 0.053&#x2009;6&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> normal slip. <bold>(A&#x2013;C)</bold> Coulomb failure stress change due to aM<sub>
<italic>w</italic>
</sub> &#x3d; 5.94 earthquake with surface rupture length (SRL) of 5&#xa0;km. <bold>(D&#x2013;F)</bold> for M<sub>
<italic>w</italic>
</sub> &#x3d; 6.48 and SRL &#x3d; 15&#xa0;km. <bold>(G&#x2013;I)</bold> for M<sub>
<italic>w</italic>
</sub> &#x3d; 6.73 and SRL &#x3d; 25&#xa0;km. Note the change in scales as magnitude and depth increase.</p>
</caption>
<graphic xlink:href="feart-09-732696-g007.tif"/>
</fig>
<p>The spatial patterns of Coulomb change for earthquakes of magnitudes 6.48 and 6.73 with SRLs of 15 and 25&#xa0;km, respectively, show large similarities to each other. Clamping of the shear zone occurs to the southeast of the intersection (for an SRL &#x3d; 15&#xa0;km also to the northeast), and unclamping occurs to the southwest.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Discussion</title>
<sec id="s5-1">
<title>5.1 Fault Parameters</title>
<p>Earthquake magnitudes, fault dimensions and surface rupture lengths of hypothetical earthquakes along the AKFS were calculated from the <xref ref-type="bibr" rid="B64">Wells and Coppersmith (1994)</xref> empirical formulae. That study used a substantial number of intraplate source parameters giving statistically significant relationships (more than 95% probability level) between most faulting characteristics. The faulting kinematics (normal, reverse, strike-slip) proves insignificant for the resultant moment magnitude of potential earthquakes along the AKFS (<inline-formula id="inf16">
<mml:math id="m29">
<mml:mo>&#x3c;</mml:mo>
</mml:math>
</inline-formula>5% difference in results). However, it does prove significant for rupture areas associated with surface rupture lengths (SRLs) of 20&#xa0;km and less. Given that the right-lateral component of slip along the fault segment is dominant over the normal slip, the empirical formulae for strike-slip faulting were deemed suitable to parameterise the fault dimensions. Calculating fault dimensions with the assumption of pure normal slip produces consistently smaller values. Omission of the normal slip component is likely to have caused a slight overestimation of the fault dimensions attributed to hypothetical earthquakes on the AKFS. In all models, we assumed rupturing to occur to the surface, reflecting rupture conditions caused by previous earthquakes studied by <xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten (2012)</xref>.</p>
<p>Changes in Coulomb failure stress are static changes as changes in the off-fault stress field predicted by our models due to rupture of the AKFS are modeled instantaneous and permanent. Static stress change amplitudes diminish with 1/R<sup>3</sup>, where R is the distance from the earthquake&#x2019;s epicentre (<xref ref-type="bibr" rid="B60">Walter and Amelung, 2007</xref>). The proximity of the volcano&#x2019;s magma reservoir to the AKFS implies that seismic slip will be a dominant driver of stress changes in the reservoir as also demonstrated by results shown in panels B and E of <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>.</p>
</sec>
<sec id="s5-2">
<title>5.2 Rupture of the Akhisar-Kili&#xe7; Fault Segment</title>
<p>The two values of gradual right-lateral slip rates on the AKFS explored in the models cover the range of published values <xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten (2012)</xref>. For the upper-bound estimate of right-lateral displacement (3.35&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>) the models predict a seismic event of any plausible magnitude should have already occurred on the AKFS. If all model parameters are taken as exact representations of the geodynamic setting around Hasan Da&#x11f;, then this right-lateral component of slip for the AKFS must be regarded an overestimation. Our analysis indicates that the smaller component of right-lateral slip (0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>) likely provides more plausible estimate of the fault&#x2019;s kinematics. In this case stress accumulation on the fault plane since the most recent earthquake (&#x223c;5.5&#xa0;ka B.P.) is at least 2.5&#xb1; 0.20&#xa0;MPa and sufficient to promote failure of the segment (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>).</p>
<p>
<xref ref-type="bibr" rid="B35">K&#x00FC;r&#x00E7;er and G&#x00F6;kten (2012)</xref> propose a recurrence interval of 4660&#x20;&#xb1; 410&#xa0;years for the AKFS. A greater quantity of time has elapsed since the last earthquake, even accounting for the upper boundary of error. Such a disparity in results may be due to a sparse data set available to the authors, but also due the authors&#x2019; assumption that the fault segment is dominated by normal slip with a minor right-lateral component. This contrasts the assumptions of fault kinematics behind our study based on the findings of <xref ref-type="bibr" rid="B2">Aktu&#x11f; et&#x20;al. (2013)</xref> and <xref ref-type="bibr" rid="B37">Krystopowicz et&#x20;al. (2020)</xref>. Furthermore the discrepancy in findings can be explained by the evolution of Hasan Da&#x11f;&#x2019;s magmatic system since its most recent eruption &#x223c;9&#xa0;ka B.P (<xref ref-type="bibr" rid="B49">Schmitt et&#x20;al., 2014</xref>). With the longevity of the Hasan Da&#x11f; magmatic system, it is not unreasonable to assume steady-state replenishment of the magma reservoir matching that of the Holocene eruption rate predicted by <xref ref-type="bibr" rid="B19">Friedrichs et&#x20;al. (2020)</xref> (0.1&#xa0;km<sup>3</sup> ka<sup>&#x2212;1</sup>). Pressurisation of the magma reservoir over this period would increase the normal stress on the AKFS, and thus discouraging&#x20;slip.</p>
</sec>
<sec id="s5-3">
<title>5.3 Coulomb Failure Stress Change on Hasan Da&#x11f;&#x2019;s Magma Reservoir</title>
<p>In our model, Hasan Da&#x11f;&#x2019;s magma reservoir is kept at constant (lithostatic) pressure (i.e.,&#x20;no pressure changes over time are invoked. Exact quantification of the current state of pressurisation of Hasan Da&#x11f;&#x2019;s magma reservoir is beyond the scope of this study and possible variations in reservoir pressure due to magma influx and rejuvenation or volatile loss are hence neglected. Although InSAR data from the European Space Agency Sentinel-1 mission between 2014 and 2020 show annual ground displacement velocities at Hasan Da&#x11f; below the detectabilty limit of 1&#xa0;cm&#xa0;yr<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B6">Biggs et&#x20;al., 2021</xref>), the volcano&#x2019;s high prominence and crustal mechanics of the CAVP could contribute to significant volumes of stealth magma accumulation at depth (<xref ref-type="bibr" rid="B41">Males and Gottsmann, 2021</xref>) at the geodetic detectability&#x20;limit.</p>
<p>Hasan Da&#x11f;&#x2019;s magma reservoir is sufficiently close to the fault segment to permit stress interactions between the two. Globally, there is statistical significance between earthquakes of M &#x2265; 5 and near field (within a few tens of km) volcanic unrest (<xref ref-type="bibr" rid="B40">Lemarchand and Grasso, 2007</xref>). Concurrency between earthquakes and eruptions is very high if M <inline-formula id="inf17">
<mml:math id="m30">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula> 6 and eruptions are voluminous (<xref ref-type="bibr" rid="B59">Walter and Amelung, 2006</xref>). All point probes on the magma reservoir wall show linear increases, or decreases, of Coulomb failure stress as a result of protracted gradual slip on the fault segment before the occurrence of any hypothetical earthquake. All modeled earthquakes cause a continuation of these trends at the point probes, either exacerbating conditions for reservoir failure and potential eruption or dampening them. Prior to all hypothetical earthquakes and independent of slip rate, magma pathways above the reservoir are unclamped in a direction perpendicular to the fault plane. When only strike-slip movement is considered along the fault (with a trend of 34&#xb0;NW) then the magma reservoir sits in the tensional stress quadrant since the reservoir is located towards the south-eastern edge of the fault segment and within the western fault block where faulting would be encouraged (see <xref ref-type="fig" rid="F7">Figures 7</xref>, <xref ref-type="fig" rid="F8">8</xref> and also <xref ref-type="sec" rid="s5-4">Section 5.4</xref>). Clamping on the same magma pathways occurs parallel to the fault plane due to the normal slip component of faulting.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Modeled present-day accumulation of Coulomb failure stress change on vertical faults parallel to the Karaman-Ni&#x11f;de shear zone (KNSZ) at a depth of 8&#xa0;km due to right-lateral gradual slip of 0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> along the TGFZ. The black star marks the epicentral location (from the USGS earthquake catalogue) of the 20th of September 2020 M5.1 earthquake. The earthquake occurred in an volume of predicted positive Coulomb failure stress change where the shear zone would have undergone unclamping, thus encouraging rupture.</p>
</caption>
<graphic xlink:href="feart-09-732696-g008.tif"/>
</fig>
<p>Exacerbation of conditions allowing for magma propagation towards the surface does, however, not guarantee a volcanic eruption. <xref ref-type="bibr" rid="B24">Gudmundsson and Philipp (2006)</xref> concluded that for magma propagation to reach the surface the stress field around the pathways must be homogenised and favour extension fracture formation. At Hasan Da&#x11f;, the stability of tensional stresses parallel to the AKFS prior to all hypothetical earthquakes is favourable to magma propagation towards the surface, thus promoting conditions for eruption. The magnitude of gradual unclamping perpendicular to the AKFS is greater than gradual clamping orthogonal to it. The earthquake magnitudes considered here predicted to cause further unclamping of pathways above the reservoir and perpendicular to the AKFS thus continuing the encouragement of a future eruption. If the reservoir were close to critical failure, small changes in stress (&#xb1;0.01&#xa0;MPa) could trigger an eruption (<xref ref-type="bibr" rid="B42">Nostro et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B36">Kriswati et&#x20;al., 2019</xref>). The magnitude of unclamping by the modeled earthquakes is predicated to be <inline-formula id="inf18">
<mml:math id="m31">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula>0.13&#xa0;MPa and therefore significant.</p>
<p>Gradual slip along the fault segment also causes unclamping of fractures below the reservoir. All hypothetical earthquakes further exacerbate this, irrespective of the magnitude of right-lateral slip with unclamping magnitudes <inline-formula id="inf19">
<mml:math id="m32">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula>0.115&#xa0;MPa and therefore significant. Unclamping of fractures beneath Hasan Da&#x11f;&#x2019;s magma reservoir (predicted to occur perpendicular to the AKFS) may already be evidenced by earthquakes with hypocentral depths <inline-formula id="inf20">
<mml:math id="m33">
<mml:mo>&#x3e;</mml:mo>
</mml:math>
</inline-formula>10&#xa0;km and thus below the average penetration depth of the TGFZ) (<xref ref-type="bibr" rid="B38">K&#xfc;r&#xe7;er and G&#xf6;kten, 2014</xref>). Dilation of fractures below the reservoir may facilitate the formation of feeder dykes from depth and may encourage reservoir failure and eruption by the thermal and volumetric effects of injecting deeper-sourced mafic magma into an upper-crustal reservoir (<xref ref-type="bibr" rid="B51">Sparks et&#x20;al., 1977</xref>). Mineralogical variations in ignimbrites at Hasan Da&#x11f; evidence such magma mixing prior to previous explosive eruptions (<xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>).</p>
<p>Calculated Coulomb failure stress changes on the reservoir walls by gradual slip of the AKFS show a systematic pattern of clamping of fractures perpendicular to the AKFS and unclamping parallel to it. However, the spatial pattern of Coulomb failure stress change due to future hypothetical earthquakes does not show discernible trends at the lateral point probes. No model predicts wholesale encouragement or discouragement of lateral reservoir failure from predicted stress changes accompanying fault rupture. Lateral expulsion of magma from the reservoir is plausible if unclamping of the reservoir walls overcome the tensile strength of the country rock. Sill injection into country rock reduces the tensile stresses within the vicinity of the reservoir (<xref ref-type="bibr" rid="B26">Gudmundsson, 2000</xref>) moving the system further from critical failure. Direct squeezing of the reservoir is debated as to its actual effectiveness at encouraging eruptions due to the possible inadequacy of the volume of magma mobilised during clamping (<xref ref-type="bibr" rid="B17">Eggert and Walter, 2009</xref>).</p>
<p>Coulomb failure stress changes on the reservoir walls predicted by our models are a function of static stress transfer. This is not a true reflection of the stress perturbations occurring in the near field immediately after an earthquake. Earthquakes are accompanied by the release of energy in the form of seismic waves. The propagation of these waves causes short-lived, yet high amplitude, dynamic stress changes (<xref ref-type="bibr" rid="B60">Walter and Amelung, 2007</xref>). In addition to the static Coulomb failure stress changes that might encourage eruption, dynamic stress transfer can exacerbate the conditions for an eruption by causing expansion of the gaseous phase within a reservoir (<xref ref-type="bibr" rid="B61">Walter et&#x20;al., 2007</xref>) or wholesale disruption of a magma mush (<xref ref-type="bibr" rid="B12">Davis et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B22">Gottsmann et&#x20;al., 2009</xref>). <xref ref-type="bibr" rid="B61">Walter et&#x20;al. (2007)</xref> concluded that dynamic stress transfer was at least as critical as static Coulomb failure stress transfer in triggering the Mt. Merapi eruption in 2006. Consequences of dynamic stress transfer for Hasan Da&#x11f;&#x2019;s magma reservoir are a topic for further research.</p>
</sec>
<sec id="s5-4">
<title>5.4 The September 20, 2020&#x20;Karaman-Ni&#x11f;de Earthquake</title>
<p>On the September 20, 2020, a M5.1 earthquake located 35&#xa0;km to the southwest of Hasan Da&#x11f;&#x2019;s summit at a depth of &#x223c;8&#xa0;km reactivated a segment of the previously thought inactive Karaman-Ni&#x11f;de shear zone (KNSZ) (<xref ref-type="bibr" rid="B4">Aydar et&#x20;al., 2021</xref>). The earthquake and subsequent aftershocks occurred in a volume predicted by this study to have undergone unclamping due to gradual slip along the AKFS (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>). This supports the results of our modelling.</p>
<p>Our study does not model changes in Coulomb failure stress on the magma reservoir and fault segment due to slip events along the KNSZ. Further exploration is needed to quantify the mid to long-term effects of these earthquakes. An earthquake occurring on the AKFS would cause rotations of the stress field encompassing the KNSZ and would therefore encourage, or discourage further earthquakes there. However, the orientation of the shear zone relative to the fault segment&#x2019;s Coulomb failure stress change pattern means any seismic event along that segment only transfers a significant magnitude of Coulomb failure stress up to a distance &#x223c;20&#x2013;30&#xa0;km from the intercept of the two features.</p>
</sec>
<sec id="s5-5">
<title>5.5 Implications for Natural Hazard and Risk Assessment</title>
<p>An empirical formula (<xref ref-type="bibr" rid="B62">Wang et&#x20;al., 2006</xref>) links earthquake magnitude with maximum distance of liquefaction R<sub>max</sub>
<disp-formula id="e14">
<mml:math id="m34">
<mml:mi mathvariant="italic">log</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.05</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.45</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>Taking the largest possible earthquake that could occur along the AKFS (M<sub>
<italic>w</italic>
</sub> &#x223c; 6.76), the equation predicts an R<sub>max</sub> of &#x223c;120&#xa0;km. This radius encompasses the towns of Aksaray, Nev&#x15f;ehir and Ni&#x11f;de amongst other settlements. These cities alone have a combined population of over 1,000,000. Furthermore, over a third of the city of Aksaray has been deemed to have a moderate to very high potential for liquefaction (<xref ref-type="bibr" rid="B66">Yalcin et&#x20;al., 2008</xref>). Detailed estimations on liquefaction potential for the rest of the region is lacking.</p>
<p>Hasan Da&#x11f; is not the only volcanic centre that could be affected by seismic activity along the AKFS. <xref ref-type="bibr" rid="B14">Delle Donne et&#x20;al. (2010)</xref> link earthquake magnitude to the greatest distance seismic energy released by that earthquake can trigger volcanic unrest:<disp-formula id="e15">
<mml:math id="m35">
<mml:msub>
<mml:mrow>
<mml:mi>M</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>6.4</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2.17</mml:mn>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>g</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
<label>(15)</label>
</disp-formula>where R is the maximum distance of unrest. For the greatest earthquake magnitude predicted for the fault segment (M<sub>
<italic>w</italic>
</sub> &#x3d; 6.76), R is &#x223c; 1160&#xa0;km. This encompasses the Quaternary volcanic centres of Acig&#xf6;l-Nevsehir, G&#xf6;ll&#xfc; Dag, Erciyes Da&#x11f;, Karada&#x11f; and the Karapinar volcanic&#x20;field.</p>
<p>At Hasan Da&#x11f;, future eruptions are likely to follow the historic pattern of volcanic activity. This could express itself in two ways. Lava dome extrusions as a continuation of recent activity (<xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>; <xref ref-type="bibr" rid="B49">Schmitt et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B19">Friedrichs et&#x20;al., 2020</xref>) or a fourth catastrophic ignimbrite eruption capable of reaching Aksaray (<xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>). Late Pleistocene and Quaternary dome formations indicate eruptive volumes of up to 0.37&#xa0;km<sup>3</sup> (<xref ref-type="bibr" rid="B19">Friedrichs et&#x20;al., 2020</xref>) with pyroclastic flows extending up to 9&#xa0;km from Hasan Da&#x11f;&#x2019;s summit (<xref ref-type="bibr" rid="B3">Aydar and Gourgaud, 1998</xref>).</p>
<p>In summary, significant seismic and volcano-tectonic hazards exist along the AKFS and we recommend local risk assessment include scenarios explored in this&#x20;study.</p>
</sec>
</sec>
<sec id="s6">
<title>6 Conclusion</title>
<p>Using 3D finite element modelling, this study shows that protracted gradual slip along the Akhisar-Kili&#xe7; fault segment (AKFS) of the Tuz G&#xf6;l&#xfc; fault zone forces the fault segment and Hasan Da&#x11f;&#x2019;s magma reservoir towards failure. The current accrual of Coulomb failure stress changes along the fault segment progressively unclamps magma pathways both above and below the magma reservoir. For the upper-bound estimate of Coulomb failure stress change accumulation of &#x223c; 2700&#xb1;67&#xa0;Pa&#xa0;yr<sup>&#x2212;1</sup> strike-slip failure conditions were reached &#x223c;4.5&#xa0;ka&#xa0;B.P. For the lower-bound estimate of 450&#xb1;10&#xa0;Pa&#xa0;yr<sup>&#x2212;1</sup> the conditions are currently met for strike-slip failure and were met &#x223c;2.5&#xa0;ka ago for normal slip failure. Our findings imply that the lower-bound of published right-lateral slip rates (0.58&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B37">Krystopowicz et&#x20;al., 2020</xref>) might be a more plausible estimate of the slip distribution and stress accumulation along the fault segment. Its rupture could result in an earthquake of 5.78&#xb1;0.13&#x20;&#x2264; M<sub>
<italic>w</italic>
</sub> &#x2264; 6.76&#xb1;0.03 in the future.</p>
<p>Notwithstanding fault rupture, the current stress transfer from the AKFS to Hasan Da&#x11f;&#x2019;s magma reservoir by gradual slip of the segment alone is moving the reservoir towards failure with potential for renewed eruptive activity.</p>
<p>The criticality of Hasan Da&#x11f;&#x2019;s magmatic system is unknown, but fumarolic degassing and mid-crustal seismicity anomalies are suggestive of active magmatic feeder systems beneath the volcano. These observations in combination with our findings highlight a multi-hazard scenario that is ideally considered in interconnected natural risk analysis and disaster risk reduction (<xref ref-type="bibr" rid="B44">Pescaroli and Alexander, 2018</xref>). Finally, our findings have implications for quantifying volcano-tectonic interactions in systems with a long paucity in tectonic and eruptive activity.</p>
</sec>
</body>
<back>
<sec id="s7">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.5036587">https://doi.org/10.5281/zenodo.5036587</ext-link>.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>JG conceived and coordinated the research underpinning this paper. EH developed the models, analyses and initial interpretation as part of an undergraduate project and thesis at the University of Bristol under the supervision of JG. Both authors drafted, read and approved the final manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>JG acknowledges support from the Newton Fund TurkVolc project, NE/P008437/1 and NERC grant NE/S008845/1.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>JG expresses his gratitude to TurkVolc project team members G&#xf6;khan At&#x131;c&#x131; and Mehmet &#xc7;obankaya for stimulating discussions whilst climbing Hasan Da&#x11f; volcano that inspired the&#x20;study.</p>
</ack>
<sec id="s12">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/feart.2021.732696/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2021.732696/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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