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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1273574</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Magmatism at an ultra-slow spreading rift: high-resolution geomorphological studies of a Red Sea Rift segment in Hadarba Deep</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Le Saout</surname>
<given-names>Morgane</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/917439"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van der Zwan</surname>
<given-names>Froukje M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1085236"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Schiebener</surname>
<given-names>Cora K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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<contrib contrib-type="author">
<name>
<surname>Augustin</surname>
<given-names>Nico</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1071308"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Research Division 4 (RD4)-Dynamics of the Ocean Floor, GEOMAR Helmholtz Centre for Ocean Research Kiel</institution>, <addr-line>Kiel</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Earth Science and Engineering, Physical Science and Engineering, Red Sea Research Centre, King Abdullah University of Science and Technology (KAUST)</institution>, <addr-line>Thuwal</addr-line>, <country>Saudi Arabia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Monica Giona Bucci, University of Malta, Malta</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Anne Briais, Centre National de la Recherche Scientifique (CNRS), France</p>
<p>Marco Ligi, Consiglio Nazionale delle Ricerche (Bologna), Italy</p>
<p>Isobel Yeo, University of Southampton, United Kingdom</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Morgane Le Saout, <email xlink:href="mailto:mlesaout@geomar.de">mlesaout@geomar.de</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1273574</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Le Saout, van der Zwan, Schiebener and Augustin</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Le Saout, van der Zwan, Schiebener and Augustin</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The mid-ocean rift in the Red Sea is one of the youngest rifting systems on Earth. Only recently, state-of-the-art methods and modern deep-sea instruments have been used to explore this young and unique volcanic system. During the first autonomous underwater vehicle surveys of the Red Sea Rift in Spring 2022, we collected multibeam bathymetry, backscatter, sub-bottom profiler data, and water column data over a 9 km long ridge segment in the Hadarba Deep between 22.49&#xb0;N and 22.56&#xb0;N to investigate the volcano-tectonic processes of this ultra-slow spreading segment (12 mm/year spreading rate). The high-resolution hydroacoustic data was used to (1) delineate and quantify the geometry of tectonic structures and individual lava flows, (2) define lava flow morphology and eruption style, (3) estimate relative ages of flows and features, and (4) retrace the evolution of the volcanic activity. In addition, the geochemistry of several young lava flows provides information on the relation between the different magma that supply these eruptions. About 90 eruptive units with variable sedimentary cover have been identified within the 43 km<sup>2</sup> mapped region. The oldest lava flows are buried under 3 to 4.2 m of sediment, indicating ages of up to ~30 ka based on average sedimentation rate estimates (~14 cm/ka), while the youngest eruptions are covered by&lt;10 cm of sediment, and are thus younger than 700 years. Three volcanic phases have been identified based on changes in flow morphology and distribution, and tectonic pattern. All three axial phases have an average eruptive frequency of ~100-250 years. The segment displays an overall low tectonic extension (&lt;10% of the total extension) and low vertical offset. Our geomorphological maps, analyses, and statistics reveal a moderately faulted, ultra-slow spreading MOR segment in the Red Sea with a surprisingly large amount of magmatic extension, implying that the segment has been underlined by a large magma supply for at least 15 ka. All these observations provide valuable implications for the formation history of the Red Sea Rift and the formation of ultra-slow spreading crust.</p>
</abstract>
<kwd-group>
<kwd>mid-ocean ridge</kwd>
<kwd>geomorphology</kwd>
<kwd>submarine volcanism</kwd>
<kwd>Red Sea Rift</kwd>
<kwd>Hadarba Deep</kwd>
</kwd-group>
<contract-sponsor id="cn001">GEOMAR Helmholtz-Zentrum f&#xfc;r Ozeanforschung Kiel<named-content content-type="fundref-id">10.13039/501100003153</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">King Abdullah University of Science and Technology<named-content content-type="fundref-id">10.13039/501100004052</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="2"/>
<ref-count count="83"/>
<page-count count="17"/>
<word-count count="9675"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Ocean Observation</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The mid-ocean ridge (MOR) system is the longest volcanic chain on Earth and the largest producer of new oceanic crust. Along MOR, accretionary processes are extremely variable, related to changes in spreading rate and magma supply (<xref ref-type="bibr" rid="B59">Perfit and Chadwick, 1998</xref>; <xref ref-type="bibr" rid="B28">Dick et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B23">Colman et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B14">Cannat et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). Magma production and thickness and volume of accretion of new oceanic crust increase with the spreading rate (<xref ref-type="bibr" rid="B56">Niu and H&#xe9;kinian, 1997</xref>). In addition, at a constant spreading rate, changes in magma supply are known to affect eruption style, volume, frequency, and tectonic deformation directly responsible for the overall ridge morphology (i.e., axial high, axial valley). This is especially true along slow- and ultraslow-spreading systems (20-40 mm/yr and&lt;20 mm/yr, respectively; <xref ref-type="bibr" rid="B28">Dick et&#xa0;al., 2003</xref>) where magma supply is strongly variable through time and unevenly distributed along the spreading segment (<xref ref-type="bibr" rid="B64">Schlindwein and Schmid, 2016</xref>), resulting in a wide range of axial morphologies. Periods of limited melt supply are associated with minimal volcanic activity and extensive tectonic extension with the development of deep, asymmetric axial valleys where exposed gabbro and exhumed upper mantle rocks are exposed, as seen in oceanic core complexes (<xref ref-type="bibr" rid="B76">Tucholke et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B28">Dick et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B15">Cannat et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B67">Smith et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B51">MacLeod et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B30">Escart&#xed;n et&#xa0;al., 2017</xref>). In contrast, periods of enhanced magma supply can locally relate to those of faster-spreading segments (<xref ref-type="bibr" rid="B20">Chen et&#xa0;al., 2023</xref>). The melt generally focuses at the segment center, resulting in the construction of large axial dome-shape volcanoes or axial highs, with the emplacement of smooth lava flows (e.g., <xref ref-type="bibr" rid="B31">Escart&#xed;n et&#xa0;al., 2014</xref>: <xref ref-type="bibr" rid="B42">Klischies et&#xa0;al., 2019</xref>).</p>
<p>Along both slow- and ultraslow-spreading segments, variability of the melt supply is estimated to follow a cycle of 150-500 ka (<xref ref-type="bibr" rid="B24">Cordier et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B60">Rioux et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B42">Klischies et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). However, due to the challenges of accurately mapping and dating eruptive events, little is known about the short-term evolution of MOR segments (hundreds to few thousand years) or the frequency of eruptions. Models, based on the thickness of the extrusive layer, spreading rate, and average flow volumes indicate that the interval of eruptions exceeds 1000 years on slow-spreading systems (<xref ref-type="bibr" rid="B59">Perfit and Chadwick, 1998</xref>; <xref ref-type="bibr" rid="B66">Sinton et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B61">Rubin et&#xa0;al., 2012</xref>), and could exceed 10,000 ka on ultraslow-spreading segments (<xref ref-type="bibr" rid="B72">Stubseid et&#xa0;al., 2023</xref>). However, such estimation is based on a steady-state magma supply and does not take into account variability occurring throughout the magmatic cycle. Geological mapping using high-resolution bathymetric surveys and backscatter, as well as the repeat of those surveys, are key in investigating volcanic events over short-time scales (e.g., <xref ref-type="bibr" rid="B23">Colman et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B82">Yeo, 2014</xref>; <xref ref-type="bibr" rid="B22">Clague et&#xa0;al., 2017</xref>).</p>
<p>Here, we present an analysis of high-resolution (&lt;2 m) bathymetry and backscatter mosaics, sub-bottom profiles, and geochemical data collected within the Hadarba Deep in the Red Sea Rift. Mapping of eruptive units and tectonic features are combined with semi-automatic classification of seafloor roughness and backscatter to characterize and quantify tectonic and magmatic features and study their distribution on the axial high of a young ultra-slow spreading rift. Sediment thickness derived from backscatter mosaics and sub-bottom profiles are used to constrain the eruption time frames. This high-resolution study enabled to (1) assess the variation of the accretionary processes within the last 15 ka, by evidencing eruptive cycles associated with changes in effusion rate, and mode of emplacement, leading to different morphologies, and (2) investigate the frequency of the eruptions in an ultra-slow spreading young ocean context, which is, with a 100&#x2019;s of years recurrence interval, faster than expected for (ultra)slow-spreading ridges.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Geological background</title>
<p>The Red Sea Rift (RSR, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) is a young, ~2,250 km long, ultra-slow spreading rift with rates ranging from 8.3 to 14.5 mm yr<sup>&#x2212;1</sup> from North to South (<xref ref-type="bibr" rid="B81">Viltres et&#xa0;al., 2022</xref>). One particularity of RSR is the widespread Miocene evaporites overlaying most of the rift in the Northern Red Sea and in the shallow &#x201c;Inter-Trough Zones&#x201d; of the central region of the RSR (<xref ref-type="bibr" rid="B40">Izzeldin, 1987</xref>; <xref ref-type="bibr" rid="B54">Mitchell et&#xa0;al., 2010</xref>), making it difficult to investigate the basement. This has led to multiple interpretations of the nature of the underlying crust and the evolution of the rift. Indeed, several studies argue for a continuous spreading and formation of an oceanic crust since 13 to 15 Ma along the entire rift (e.g., <xref ref-type="bibr" rid="B40">Izzeldin, 1987</xref>; <xref ref-type="bibr" rid="B73">Sultan et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B5">Augustin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B27">Delaunay et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B55">Mitchell et&#xa0;al., 2023</xref>). Others postulate that the oceanization is of much younger age (5 Ma; <xref ref-type="bibr" rid="B39">Issachar et&#xa0;al., 2023</xref>) and that the basement north of 19.5&#xb0;N consists of a hyperextended continental crust punctuated by volcanic deeps (e.g., <xref ref-type="bibr" rid="B8">Bonatti, 1985</xref>; <xref ref-type="bibr" rid="B50">Ligi et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B48">Ligi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B45">Le Magoarou et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B62">Saleh et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B2">Afifi et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B63">Sang et&#xa0;al., 2023</xref>). However, while the nature of the crust under the Miocene evaporites is up to debate, it is generally agreed that the uncovered crust, consisting of isolated bathymetric troughs and basins, the so-called &#x201c;Deeps&#x201d; in the central RSR consists of oceanic crust (e.g., <xref ref-type="bibr" rid="B75">Tramontini and Davies, 1969</xref>; <xref ref-type="bibr" rid="B58">Pautot, 1983</xref>; <xref ref-type="bibr" rid="B8">Bonatti, 1985</xref>; <xref ref-type="bibr" rid="B36">Haase et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B4">Augustin et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B77">van der Zwan et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B48">Ligi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B5">Augustin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B55">Mitchell et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B63">Sang et&#xa0;al., 2023</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> GEBCO map of the Red Sea with locating the Red Sea Rift (black line). The red box locates the <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>. <bold>(B)</bold> Map of the central Red Sea showing the distribution of the earthquake epicenters (M&gt;2.5) between 1913 to 2023 (white dots). Data extracted from the International Seismological Centre (2023), On-line Bulletin, <uri xlink:href="https://doi.org/10.31905/D808B830">https://doi.org/10.31905/D808B830</uri> (<xref ref-type="bibr" rid="B1">Adams et&#xa0;al., 1982</xref>; <xref ref-type="bibr" rid="B71">Storchak et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B70">Storchak et&#xa0;al., 2020</xref>). The intertrough zone (ITZ) are shown by arrows. <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref> is indicated by the red box. <bold>(C)</bold> Bathymetric map of the central Red Sea Rift from Thetis Dome to Hatiba Mons. The 60 m resolution data are from <xref ref-type="bibr" rid="B49">Ligi et&#xa0;al., 2015</xref>. The white dashed box indicates the position of the 2 m-resolution AUV-bathymetric survey of this study. The faults identifiable from the ship-based bathymetry are marked by black lines. The three main (western and eastern) faults crossing the study area are named W1, W2, and E1. Salt flows are indicated by white arrows.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273574-g001.tif"/>
</fig>
<p>In these locations, where the ridge axis is exposed and well-defined, the RSR consists of 103-174 km long 2<sup>nd</sup>-order spreading segments (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>; <xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B5">Augustin et&#xa0;al., 2021</xref>). The axis displays numerous morphological features characteristic of slow- and ultraslow-spreading rates (<xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>; cf., <xref ref-type="bibr" rid="B28">Dick et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B15">Cannat et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B16">Carbotte et&#xa0;al., 2015</xref>): deep rift valleys, highly tectonized terrain including steep faults and rifted volcanoes, bent axial volcanic ridges (AVRs) with overlapping spreading centers and other 2<sup>nd</sup> order non-transform offsets, as well as focused magmatism in dome volcanoes or axial highs. However, ocean core complexes, with exposed peridotites and lower crustal rocks are, to our knowledge, absent from the RSR (<xref ref-type="bibr" rid="B5">Augustin et&#xa0;al., 2021</xref>). Only gabbro fragments of unknown tectonic origin were recently sampled in craters from Discovery Deep (central RSR), but are not associated with a core complex (<xref ref-type="bibr" rid="B32">Follmann et&#xa0;al., 2021</xref>). Despite being an ultra-slow spreading rift, the Red Sea is associated with a high heat flow (<xref ref-type="bibr" rid="B33">Girdler and Evans, 1977</xref>). Studies indicate the presence of bow-shaped, negative S-wave velocity anomaly originating from the Afar anomaly in the southern Red Sea, bending in the direction of the Arabian shield in the central Red Sea and back towards the RSR in the north, which may influence the amount and styles of volcanic activity along the RSR (<xref ref-type="bibr" rid="B18">Chang et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>). In addition, the young character of the Red Sea has been suggested to cause higher mantle temperatures (<xref ref-type="bibr" rid="B11">Brandl et&#xa0;al., 2013</xref>).</p>
<p>Hadarba Deep (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) is located in the central RSR between 22.35&#xb0;N and 22.55&#xb0;N. Hadarba Deep lays at a depth of 1400 to 2350 m below sea level (mbsl) and consists of three sub-basins (west, central, and east) separated by two overlapping spreading segments. Volcanic activity along both segments has resulted in the formation of AVRs. The western AVR continues toward the south to the axial high, topped by the Hatiba Mons volcano (11.4 km base diameter, 530 m high), rising to a depth of 735 mbsl (<xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B80">van der Zwan et al., in press</xref>). The eastern AVR prolongates north into an axial high with a depth of about 1400 mbsl, at the center of the segment between Thetis and Hadarba Deeps, which mark the respective ends of this segment (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). High backscatter signals attest to recent volcanic activity along the eastern flank of this AVR (<xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>). This is consistent with the relatively low seismicity (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) attributed to recent, high volcanic activity (<xref ref-type="bibr" rid="B52">Metz et al., 2013</xref>; <xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>) would attest to an increase in magmatic extension. Crustal thickness at Hadarba Deep is not well constrained: seismic experiments in the central Red Sea (<xref ref-type="bibr" rid="B75">Tramontini and Davies, 1969</xref>) indicate a crustal thickness of ~3.3 &#x2013; 3.7 km along the western AVR of the Hadarba Deep, while crustal thickness estimated from gravimetry data indicates ~5 km in Hadarba Deep with a 1 km crustal thickness increasing to toward the north where the segment (or AVR) reaches its shallowest points (<xref ref-type="bibr" rid="B49">Ligi et&#xa0;al., 2015</xref>). Such variations are consistent with melts focusing at a segment center and in agreement with other ultra-slow spreading segments (<xref ref-type="bibr" rid="B68">Snow and Edmonds, 2007</xref>). Even so, the crust appears much thinner than some magmatically robust segments (e.g., ~9.5 km at the 50&#xb0;29&#x2019;E segment of the Southwest Indian Ridge; <xref ref-type="bibr" rid="B13">Cannat et&#xa0;al., 1999</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Data and methods</title>
<sec id="s3_1">
<label>3.1</label>
<title>High-resolution bathymetry and backscatter</title>
<p>A high-resolution bathymetry and backscatter survey was carried out in February 2022 from the OSS Handin Tide using the 6000 m depth-rated Hugin Superior AUV (autonomous underwater vehicle) provided by FUGRO. The AUV was equipped with a Kongsberg EM2040 Mk2, 200 kHz multibeam echosounder, EdgeTech Subbottom profiler, a CTD (conductivity, temperature, and depth), and a USBL (ultra-short baseline) system for navigation. The AUV flew at a constant altitude of 90 m in bottom-following mode. The area mapped covers 42.7 km<sup>2</sup> of the eastern AVR of Hadarba Deep and parts of its sub-circular axial high. The navigation data were post-processed in the software NavLab before being merged with the bathymetry data and post-processed using the software Qimera from QPS. The resulting computed grid has a cell size of 2 m (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Multibeam backscatter was mosaiced in QPS FMGT from the raw data and cleaned in Generic Sensor Format (.GSF) exports (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). The final mosaic has a pixel size of 0.8 m.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>
<bold>(A)</bold> High-resolution bathymetry of the eastern axial volcanic ridge of Hadarba Deep gridded with a 2 m resolution. <bold>(B)</bold> Map of the backscatter intensity (BI) classified using a quantile method. High BI (yellow) evidences hard terrain, while low BI indicates the presence of soft seafloor (i.e. sediments). <bold>(C)</bold> Map of the ruggedness index classified using a quantile method. Rough terrains are shown in dark blues, and smooth terrain in grey. <bold>(D)</bold> Bivariate choropleth map showing the combination of BI and RI.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273574-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Sediment thickness and age estimates</title>
<p>Sub-bottom profiles, with a vertical resolution of 10 cm (given by EdgeTech) were acquired along the AUV track and imported in SonarWiz 7 software from Chesapeake Technology to determine sediment thickness. Sediment thickness extracted from sub-bottom profiles is used to infer the age of the volcanic events. To avoid underestimation on steep slopes, or overestimation linked to sediment pounding, the sediment thickness was extracted from regions with relatively low variations in relief, with no significant change in sediment thickness. Sedimentation rates reported from the central and northern Red Sea are highly variable, as it experiences both pelagic sedimentation, dust input from the continents, and local turbidity currents. In the study area, sedimentation rates are not known, and in the absence of sediment cores, the sediment rate used in this study is estimated from the very limited reference data of the overall Red Sea. Here we apply an average sedimentation rate of 14 &#xb1; 3 cm/ka based on data from <xref ref-type="bibr" rid="B69">Stoffers and Ross (1974)</xref> and <xref ref-type="bibr" rid="B43">Kuptsov and Palkina (1986)</xref>. The resolution limit of 10 cm of the sub-bottom profiler is used to infer the maximum age of eruptive units not displaying sediments in the profiles. Where no sediment thickness was determined, relative ages between eruptive units are determined based on the stratigraphic relationships between lava flows, patterns of fracture distribution, and geometry at the flow front as well as backscatter intensity (BI).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Tectonic features delineation and tectonic strain estimates</title>
<p>Tectonic features are manually digitized based on the bathymetry, derive slope map and backscatter mosaic. Faults are digitized following the fault crest, and fissures are digitized following their centerlines. Tectonic density is calculated using the &#x201c;Kernel Density estimation&#x201d; feature of SAGA Next Gen in QGIS using a search radius of 500 m and a pixel size of 10 m.</p>
<p>The tectonic strain was estimated along axis-perpendicular profiles, spaced roughly 500 m apart (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>), based on the measurements of fissure width (<italic>W</italic>), vertical fault throw (<italic>D</italic>), and dip (&#x3b1;). Fissure width was measured on the backscatter mosaic. Indeed, small fissures (&lt; 4 m wide) are not clearly evidenced in the bathymetric data, and the fissure width is generally overestimated due to the effect of data resolution and interpolation. Fault throw <italic>(D)</italic> is defined as the depth difference between the top and bottom of the scarp, determined at the slope break with the surrounding seafloor. Fault dip &#x3b1; is defined as the maximum slope value along the scarp to avoid underestimation associated with the presence of mass wasting and/or post-faulting lava flows, along the fault scarp (see method <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> in <xref ref-type="bibr" rid="B46">Le Saout et&#xa0;al., 2022</xref>). Horizontal fault heave (<italic>H</italic>) associated with individual fault is calculated by the equation:</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>tan</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>The tectonic strain (Ts) along profiles is then calculated from the equation:</p>
<disp-formula>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>s</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mi>L</mml:mi>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>H<sub>tot</sub>
</italic> is the cumulative horizontal heave (<italic>H</italic> and <italic>W</italic>) along a profile, and L is the length of profiles.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Eruptive unit delineation and classification</title>
<p>Here eruptive units are defined as one flow or several lava flows with similar morphology, emplaced at similar times, therefore corresponding to a given eruptive sequence (<xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). Eruptive units are manually digitized based on abrupt changes in seafloor morphology, flow direction, backscatter intensity, and/or tectonic pattern using the bathymetric map, its derived products (e.g., slope, ruggedness index), and the backscatter mosaic.</p>
<p>Each individual eruptive unit is given a dominant morphology determined from the quantile classification of the ruggedness index (RI) calculated using the &#x201c;Terrain Ruggedness Index&#x201d; feature of SAGA Next Gen in QGIS with a search radius of 4 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>) and a relative sediment cover based on backscatter intensity (BI, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The seafloor is subdivided into three RI categories: smooth (RI&lt; 0.87), moderately rough (RI: 0.87 to 1.5), and rough (RI &gt; 1.5). Based on BI, the seafloor is classified as: not to slightly sedimented (BI &gt; -20.9 dB), moderately sedimented (BI: -20.9 to -24.85 dB), and fully sedimented (BI&lt; -24.85 dB). Using RI and to a lower-level BI, the eruptive units have been classified into 4 categories: Smooth terrains are dominated by low RI and medium to low sediment cover, i.e., high backscatter (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>, yellow-light green). The often-flat surface displays lava channels, collapses, and tumuli, while their lava front generally consists of rough seafloor. Sedimented terrains are also dominated by low RI but are characterized by low BI (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>, dark green). Hummocky terrains are dominated by a high RI, and often form elongate ridges (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>, light to dark blue). Smooth hummocky terrains are used to describe terrains with a moderate RI. Both hummocky and smooth-hummocky terrain are independent of BI. Flat-topped seamounts constitute a fifth class. They are subcircular, monogenetic edifices (<xref ref-type="bibr" rid="B21">Clague et&#xa0;al., 2000</xref>), with smooth-flat tops and rough flanks, that have been classified based on these specific characteristics, independent from BI and RI. Bias in the classification method can come from the proportion of faults and fissures that will increase the calculated RI, and thus the proportion of hummocky terrain, but also increase BI and provide lower apparent sediment cover. However, deformation is relatively low and appears to affect mainly rough terrains.</p>
<p>The volume of eruptive units is calculated assuming a pre-existing horizontal base whose depth is determined by the average depth of the lava flow fronts or by the depth of collapses for enclosed lava flows. The volume is calculated between this surface and the mapped seafloor depth. Due to the assumption of the horizontal base, volumes of lava flow burying pre-existing edifices tend to be overestimated, while eruptive units filling pre-existing depressions are likely to be underestimated. This method also does not account for hollow features in the lava flows (lava tunnels). Nevertheless, a simple positive or negative difference of 1 m would result in volume variations of only 0.3 to 2.5x 10<sup>6</sup> m<sup>3</sup>, thus &lt;4% of the estimated volume for all except two of the studied lava flows. These two thin lava flows (S3 and S4) have an uncertainty of up to 25% of the estimated volume.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Geochemical analysis</title>
<p>Lava fragments of 5 locations on different young lava flows were collected by wax corer. Major elements analyses were carried out with a Jeol JXA-8200 &#x2018;&#x2018;Superprobe&#x2019;&#x2019; electron microprobe at GEOMAR, Kiel using an acceleration voltage of 15 kV. Major elements of the glasses were measured with a defocused spot of 5 &#xb5;m and a beam current of 10 nA. Counting times were 20/10 s (peak/background) for Si, Al, Mg, Ca, Na and P, 30/15 s for Ti, Fe, K, S and Cl and 40/20 s for Mn and F. The average was taken of 12 analyses per sample with 3 analyses for 4 glass chips to assure homogeneity. Mineral point analyses of plagioclase (Pl), clinopyroxene (Cpx) and olivine (Ol) were measured with a beam current of 20 nA and a focused beam spot for Pl, and 1 &#xb5;m spot for Cpx and Ol. For all elements counting times of 20/10 s were used, apart for Ti and K in Pl and Ti and Cr in Cpx and Ol (30/15 s). For calibration and monitoring of data quality, we used natural reference samples from the Smithsonian Institute (<xref ref-type="bibr" rid="B41">Jarosewich et&#xa0;al., 1980</xref>). Relative analytical precision is generally &lt;2.5%, but for the glasses up to 20% for MnO, P<sub>2</sub>O<sub>5</sub> and Cl and up to 30% for SO<sub>3</sub> and F; for Pl up to 10% for FeO, MgO and K<sub>2</sub>O and 25% for TiO<sub>2</sub> and for Cpx and Ol up to 25% for MnO and Cr<sub>2</sub>O<sub>3</sub> and up to 75% for K<sub>2</sub>O and NiO.</p>
</sec>
</sec>
<sec id="s4" sec-type="results">
<label>4</label>
<title>Results</title>
<p>The study area is located in the eastern region of the Hadarba Deep and encompasses the 24.5 km long 2<sup>nd</sup> order, eastern segment of Hadarba Deep from its segment center to its southern end (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2</bold>
</xref>). In this region, this ridge segment forms the eastern branch of an overlapping offset with the western AVR in Hadarba Deep that propagates southwards toward Hatiba Mons.</p>
<sec id="s4_1">
<label>4.1</label>
<title>Fault and fissure geometry and pattern</title>
<p>The 2 m AUV bathymetry reveals numerous faults (n=498) and fissures (n=1488) (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) not detectable on the ship-based bathymetry (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Faults are 25 to 3033 m long, averaging 231 m, and the fault scarps have vertical throws ranging from 1 to 130 m, averaging of 20.7 m (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>), with maximum apparent fault dips ranging from 7&#xb0; to 85&#xb0; (mean value: 52&#xb0;, median value: 54&#xb0; and maximum dip frequency: 70&#xb0;; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). The major vertical offsets are concentrated on three faults (up to 130 m high) that delineate three long, parallel, major bathymetric steps that extend beyond the AUV data coverage (from west to east: W1, W2 (east dipping), and E1 (west dipping; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) and can be delineated on the ship-based bathymetry up to 7.5 km north of the mapped area (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). This distribution of the deformation resulted in the development of a 3.6-4.5 km wide graben between W1 and E1 (here referred as axial valley), with a 1.5-1.8 km wide inner graben between W2 and E1. Most of the remaining faults are located within this axial valley between W1 and E1, and distributed along those bathymetric steps forming elongated fault systems, as shown by the fracture density map (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Fault scarps are dominantly east-facing (304 east-facing vs. 196 west-facing), but west-facing faults have on average larger vertical throw (27.0 vs 18.0 m respectively; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In contrast, the fissures (10&#x2013;780 m long, 1.7 to 15 m wide, and up to 7.7 m deep) show no significant pattern and have generally no correlation with these fault systems. Faults and fissures are dominated by a 142.3&#xb0; &#xb1; 27.36&#xb0;N orientation, almost orthogonal to the spreading direction [42.9 &#xb1; 2.9&#xb0;N at 22.5&#xb0;N/37.75&#xb0;E (<xref ref-type="bibr" rid="B3">Argus et&#xa0;al., 2011</xref>); <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>]. While some faults and fissures are oblique to the general trend (i.e., at the northwest corner or on the flat-topped seamount SM4; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), their low number does not affect the mean azimuth.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>
<bold>(A)</bold> Fracture density map calculated as a kernel density with a grid size of 10 m and a search radius of 500 m. Faults are marked by black lines with the dipping direction. Fissures are shown in grey. The estimated current ridge axis is indicated by a dashed grey line. The rose diagram in the top right corner indicates the azimuth distribution of the fracture. The mean azimuth of the fractures (F.A. = 142.3&#xb0;N) is indicated by a red line, and the spreading direction (S.D. = 42.9&#xb0;N; <xref ref-type="bibr" rid="B3">Argus et&#xa0;al., 2011</xref>) is indicated by the bold black line. <bold>(B)</bold> Cumulative frequency of the fault throw (N=180) binned by 2 m along 17 profiles perpendicular to the ridge axis (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>). The exponential fit follows a power law (y= 199.2<sup>-0.05024x</sup>, with a r<sup>2</sup> of 0.9982. <bold>(C)</bold> Cumulative fault throws measured along P4-P8 and P10-P17 (Profiles <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>) from the estimated spreading axis (0 km). The theoretical cumulative fault throw, for tectonic strain of 5%, 10% and 15% is indicated in green blue, and red respectively for a dip of 54&#xb0; (dash line) and 70&#xb0; (strait line). <bold>(D)</bold> Cumulative extension (faults and fissures), calculated with a dip angle of 70&#xb0;, along P4-P8 and P10-P17 from the estimated spreading axis (0 km). Dash lines represent a 2.5% (brown), 5% (green), 10% (blue), and 15% (red) theoretical tectonic strain estimated with a fault dip of 70&#xb0;. <bold>(E)</bold> Bathymetric profiles of P6 and P12. The axial valley is colored in grey with the proposed axis indicated by a downward-facing arrow. Faults are located by red lines and the region of intense fissuring is highlighted in green.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273574-g003.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Fracture statistics, and tectonic strain.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" rowspan="2" align="center"/>
<th valign="bottom" colspan="5" align="center">Statistic<sup>1</sup>
</th>
<th valign="bottom" colspan="3" align="center">Cumulative extension per profile (m)<sup>2</sup>
</th>
</tr>
<tr>
<th valign="middle" align="center">number of features</th>
<th valign="middle" align="center">Length (m)</th>
<th valign="middle" align="center">Fault throw (m)</th>
<th valign="middle" align="center">Fault dip (&#xba;)</th>
<th valign="middle" align="center">Fissure width (m)</th>
<th valign="middle" align="center">Measured dip</th>
<th valign="middle" align="center">54&#xba; (median dip)</th>
<th valign="middle" align="center">70&#xba; (most frequent dip)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Faults</td>
<td valign="middle" align="center">500</td>
<td valign="middle" align="center">24 - 3033</td>
<td valign="middle" align="center">1 - 130.4 (20.7)</td>
<td valign="middle" align="center">7.4 - 85 (52.0)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">64.9 - 261.0 (137.8)</td>
<td valign="middle" align="center">64.7- 343.5 (189.2)</td>
<td valign="middle" align="center">37.9 - 172.0 (94.8)</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;East-facing</td>
<td valign="middle" align="center">304</td>
<td valign="middle" align="center">24 - 1980 (259)</td>
<td valign="middle" align="center">1 - 104.2 (18.0)</td>
<td valign="middle" align="center">7.4 - 83 (50.4)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="bottom" align="center">&#x2003;West-facing</td>
<td valign="middle" align="center">196</td>
<td valign="middle" align="center">33 - 3033 (183)</td>
<td valign="middle" align="center">1.4 - 130.4 (27.0)</td>
<td valign="middle" align="center">12 - 85 (55.7)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="bottom" align="left">Fissures</td>
<td valign="middle" align="center">1488</td>
<td valign="middle" align="center">10 - 780 (125)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="bottom" align="center">1.7 - 15 (20.7)</td>
<td valign="middle" colspan="3" align="center">53.8 - 192.4 (109.8)</td>
</tr>
<tr>
<td valign="bottom" align="center"/>
<td valign="middle" align="left"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="bottom" align="center">Tectonic strain (%)</td>
<td valign="middle" align="center">3.7 - 9.3 (6.2)</td>
<td valign="middle" align="center">3.4 - 11.1 (7.5)</td>
<td valign="middle" align="center">2.5 - 7.2 (5.1)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>The number of features and the length are determined on the whole data set. Fault throws and dips, and fissure widths are measured along bathymetric profiles perpendicular to the ridge axis and 500 m apart (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 2</bold>
</xref>). The values are represented as min-max (mean).</p>
</fn>
<fn>
<p>
<sup>2</sup>The cumulative extension related tectonic strain are calculated along the bathymetric profiles between W1 and E1.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<bold>(A)</bold> Geomorphological interpretation of the AUV bathymetry showing the dominant morphology of individual eruptive units, the faults and fissures (black and grey line (respectively) as well as lava channels (dashed arrows), and collapses. The red dots indicate the wax corer samples locations. The lava flows with estimated volume are named on the map. The pie diagram indicates the proportion of each morphology. <bold>(B)</bold> Example of the proportion of the different classes of ruggedness index of six eruptive units. <bold>(C)</bold> Relative abundances of lava flow morphologies along the global MOR system with respect to the spreading rate (modified from <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). Data from this study are shown by the red star. <bold>(D)</bold> Relative abundances of lava flow morphologies with respect to the magma supply [calculated as crustal thickness x spreading rate; after <xref ref-type="bibr" rid="B66">Sinton et&#xa0;al. (2002)</xref>]. Figure modified from <xref ref-type="bibr" rid="B53">McClinton et&#xa0;al., 2013</xref>. <bold>(E)</bold> Range of volumes produced during single eruptive episodes as a function of the spreading rate. Data from <xref ref-type="bibr" rid="B23">Colman et&#xa0;al. (2012)</xref>; <xref ref-type="bibr" rid="B61">Rubin et&#xa0;al. (2012)</xref>; <xref ref-type="bibr" rid="B74">Tan et&#xa0;al. (2016)</xref>, and <xref ref-type="bibr" rid="B22">Clague et&#xa0;al. (2017)</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273574-g004.tif"/>
</fig>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Tectonic strain</title>
<p>The tectonic strain, estimated along thirteen axis-perpendicular profiles (P4-P8 and P10-P17 from north to south in <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>) is shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Cumulative fault throws and, thus tectonic extension were measured within the axial valley, between the top of E1 and W1 fault scarps (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). No values were determined along profiles P1-P3 and P9, as they do not capture W1 in their profiles. The calculated apparent extension between E1 and W1 ranges between 2.5% and 11.1%, depending on the profile and the value used for the dip (measured, mean (54&#xb0;) or most common (70&#xb0;); <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> and <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). In the absence of a well-defined spreading axis, as can be seen on fast- and some intermediate-spreading segments (e.g., <xref ref-type="bibr" rid="B17">Chadwick and Embley, 1998</xref>), the ridge axis is estimated at the center of the graben delineated by W2 and E1, corresponding to the axis of the youngest lava flows and fitting to a change in direction of the major faults (see section 4.3 and <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) to evaluate the extension of the western and eastern side. <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3D, E</bold>
</xref> show a clear asymmetry in accommodation of the extension between East and West sides of the ridge axis. Indeed, a similar amount of extension is accommodated over a shorter distance on the east side of the axis, e.g., 100 m of horizontal extension is accommodated over a length of 0.7-1 km on the east versus 1-3.2 km on the west side of the axis (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3D, E</bold>
</xref>). This is clearly evidenced by the overall higher tectonic strain side of the ridge (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>). The asymmetry is also reflected in the style of the deformation with a larger amount of fissure on the west side of the ridge, which is also shown by the difference between cumulative fault throw and cumulative extension.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Eruptive units</title>
<p>In total, 90 eruptive units have been identified based on their distinct morphology, tectonic pattern, and/or sediment thickness. Individual flow units vary from 4.6x10<sup>2</sup> to 6.4x10<sup>6</sup> m<sup>2</sup>, of which 41 have a surface exceeding 2x10<sup>5</sup> m<sup>2</sup> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Eruptive units consisting of smooth terrains are the most common type (27 eruptive units covering a total surface of 14.8 km<sup>2</sup> or ~34.7% of the mapped area). Smooth terrains are observed all over the mapped area; however, they are dominant in the east between W2 and E1. 37% of the smooth eruptive units display lava flow collapses (15 to 600 m in diameter) or inflated structures such as tumuli. Hummocky terrains are the second most common morphology, with 41 eruptive units over a surface of 13.7 km<sup>2</sup> (32.2%). They are mainly located in the southwest section of the mapped area forming either elongated units up to 4.2 km long or small individual cones. Smooth-hummocky terrains, with a total of 14 units over 11.0 km<sup>2</sup> (25.8% of the mapped area), are mostly observed in the northwest. This category includes SH1, which covers most of the surface of a large dome volcano (3.5 km in diameter; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Flat-topped seamounts are rare, only 4 seamounts covering a surface of 2.2 km<sup>2</sup> (5.2% of the mapped area) were identified. They occur along W1 and E1 and west of the axial valley. A small portion of the mapped seafloor (&lt; 1 km<sup>2</sup> or&lt;2.1%) has both high RI and low BI (&lt; -26 dB outside of tectonic structures) with no evidence of volcanic structures (i.e., collapses and tumuli). They are considered as sedimented terrains and are only observed south and west of W1, thus outside of the axial valley.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Eruptive units&#x2019; characterization.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="3" align="center">Eruptive unit morphology</th>
<th valign="middle" rowspan="3" align="center">number of unit</th>
<th valign="middle" colspan="3" align="center">Ruggedness index (%)</th>
<th valign="middle" colspan="3" align="center">Surface (m<sub>2</sub>)</th>
<th valign="middle" align="center">Volume*</th>
</tr>
<tr>
<th valign="middle" rowspan="2" align="center">&#x2264; 0.87</th>
<th valign="middle" rowspan="2" align="center">0.87-1.50</th>
<th valign="middle" rowspan="2" align="center">&gt;1.5</th>
<th valign="bottom" colspan="2" align="center">Total</th>
<th valign="bottom" align="center">Per eruptive unit (x105m<sup>2</sup>)</th>
<th valign="bottom" align="center">x10<sup>6</sup> m<sup>3</sup>
</th>
</tr>
<tr>
<th valign="middle" align="center">(m<sup>2</sup>)</th>
<th valign="middle" align="center">(%)</th>
<th valign="middle" align="center">min -max (mean)</th>
<th valign="middle" align="center">min -max (mean)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="center">Smooth</td>
<td valign="bottom" align="center">27</td>
<td valign="bottom" align="center">61.2</td>
<td valign="bottom" align="center">29.1</td>
<td valign="bottom" align="center">9.7</td>
<td valign="bottom" align="center">14.8</td>
<td valign="bottom" align="center">34.74</td>
<td valign="bottom" align="center">&lt;0.1-26.5 (5.5)</td>
<td valign="bottom" align="center">4.2 - 146.3 (58.18)</td>
</tr>
<tr>
<td valign="bottom" align="center">Smooth-hummocky</td>
<td valign="bottom" align="center">14</td>
<td valign="bottom" align="center">25.0</td>
<td valign="bottom" align="center">49.7</td>
<td valign="bottom" align="center">25.3</td>
<td valign="bottom" align="center">11.0</td>
<td valign="bottom" align="center">25.82</td>
<td valign="bottom" align="center">&lt;0.1 - 67.8 (7.8)</td>
<td valign="bottom" align="center">35.4 - 38.2 (36.84)</td>
</tr>
<tr>
<td valign="bottom" align="center">Hummocky</td>
<td valign="bottom" align="center">41</td>
<td valign="bottom" align="center">5.9</td>
<td valign="bottom" align="center">25.0</td>
<td valign="bottom" align="center">69.0</td>
<td valign="bottom" align="center">13.7</td>
<td valign="bottom" align="center">32.16</td>
<td valign="bottom" align="center">&lt;0.1 &#x2013; 28 (3.3)</td>
<td valign="bottom" align="center">37.6 - 206.5 (109.34)</td>
</tr>
<tr>
<td valign="bottom" align="center">Flat-topped seamount</td>
<td valign="bottom" align="center">4</td>
<td valign="bottom" align="center">22.0</td>
<td valign="bottom" align="center">31.9</td>
<td valign="bottom" align="center">46.1</td>
<td valign="bottom" align="center">2.2</td>
<td valign="bottom" align="center">5.16</td>
<td valign="bottom" align="center">3.4 - 6.7 (5.5)</td>
<td valign="bottom" align="center">21.0 - 99.0 (69.89)</td>
</tr>
<tr>
<td valign="bottom" align="center">Sedimented</td>
<td valign="bottom" align="center">4</td>
<td valign="bottom" align="center">51.8</td>
<td valign="bottom" align="center">19.6</td>
<td valign="bottom" align="center">28.7</td>
<td valign="bottom" align="center">0.9</td>
<td valign="bottom" align="center">2.11</td>
<td valign="bottom" align="center">1.1 - 26.5 (2.2)</td>
<td valign="bottom" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*Volume determined on 7 smooth lava flows, including 2 smooth-hummocky flows, 3 hummocky flows and the 4 flat-topped seamounts (named in <xref ref-type="fig" rid="f4">
<bold>Figure 4A</bold>
</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The eruptive volumes have been determined for sixteen eruptive units characterized by either well-defined flow front or deep collapses enabling estimates of flow thickness. These selected eruptive units are labeled in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>. Eruptive volumes of 4.2x10<sup>6</sup> to 146.4x10<sup>6</sup> m<sup>3</sup> have been calculated for smooth eruptive units, 35.45x10<sup>6</sup> to 38.22x10<sup>6</sup> m<sup>3</sup> for smooth-hummocky units, and 37.6x10<sup>6</sup> to 206.6x10<sup>6</sup> m<sup>3</sup> for hummocky eruptive units. The four flat-topped seamounts have volumes estimated at 21x10<sup>6</sup> to 99x10<sup>6</sup> m<sup>3</sup> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Several of the measured flows are only partially mapped (i.e., S1, S4, S5, and SH3); thus, their calculated volume is most likely underestimated.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Lava flow composition</title>
<p>Rock fragments were collected from units S2 (2 locations: from the central cone (S2-c) and the rim (S2-r) of the lava field), S4, S5, and SH2. The glass and mineral chemistry is presented in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. Glasses are of typical mid-ocean ridge basaltic composition and span a narrow range, falling within the fields defined by literature samples of surrounding Red Sea Deeps (Thetis, Hadarba, and Hatiba Deep; <xref ref-type="bibr" rid="B47">Ligi et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B77">van der Zwan et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B78">van der Zwan et al., 2023a</xref>); <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). While most of the glasses are homogeneous, sample SH1 shows two distinct compositions for 2 glass chips each (SH2a and SH2b), indicating local variations (within the 30 cm of wax core sampling). These variations within one sample location, as well as the variation within unit S2 (S2-c and S2-r), is larger than the variation between the different lava flows (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The samples lay on a fractional crystallization trend of decreasing SiO<sub>2</sub> (50.44-49.99 wt%), Al<sub>2</sub>O<sub>3</sub> (14.00-13.24 wt%) and CaO (11.51-10.47 wt%), and increasing TiO<sub>2</sub> (1.75-2.32 wt%), Na<sub>2</sub>O (2.67-2.82), K<sub>2</sub>O (0.14-0.20 wt%), P<sub>2</sub>O<sub>5</sub> (0.13-0.21 wt%) SO<sub>3</sub> (0.32-0.38 wt%) and Cl (0.01-0.04 wt%) with decreasing MgO (6.15-6.82 wt%). Proxies for melt degree (Na<sub>8</sub>), depth of melting (Fe<sub>8</sub>), mantle source variation (K/Ti) and hydrothermal influence (Cl/K), are all very homogenous between the samples and fall within the Red Sea fields defined by literature samples (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Chemistry of wax corer samples of lava flows S2 center (S2-c), S2 rim (S2-r), SH2 (2 compositions), S4 and S5. <bold>(A)</bold> Glass CaO composition (wt%) shows a decrease with MgO (wt%) and all samples overlap with literature data from Thetis-Hadarba-Hatiba Trough (RSR field; <xref ref-type="bibr" rid="B47">Ligi et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B77">van der Zwan et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B80">van der Zwan et al., in press</xref>). Petrolog3 crystallisation paths are indicated for pressures of 0.2, 0.8 and 1.6 kbar, calculated with S5 as starting composition, the models of Danyushevsky and Plechov, 2001, for olivine, plagioclase and clinopyroxene, and a QFM buffer. Markings indicate 10% crystallization. <bold>(B)</bold> Glass composition for Na<sub>8</sub> and Fe<sub>8</sub> as proxies for melt degree and depth &#x2013; the Hadarba samples overlap with the RSR field and normal MORB, in between fields defined by samples of the Mid-Atlantic Ridge 23-32&#xb0;N (MAR) and the East Pacific Rise (EPR) from <xref ref-type="bibr" rid="B44">Langmuir et&#xa0;al., 1992</xref>. <bold>(C)</bold> The Cl/K (proxy for assimilation of hydrothermal crust) and K/Ti (proxy for mantle source fertility) compositions of the Hadarba glasses fall on the lower end of the field defined by Red Sea samples (<xref ref-type="bibr" rid="B77">van der Zwan et&#xa0;al., 2015</xref>). <bold>(D)</bold> Plagioclases have a consistent bytownite composition <bold>(E)</bold> Olivines samples are all in a narrow range in Fo and NiO content. <bold>(F)</bold> Pyroxenes have an Augite composition.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273574-g005.tif"/>
</fig>
<p>Small plagioclase minerals (0.02-1 mm in size) are present in all samples and have a bytownite composition, with limited anorthite (An) content variations between An<sub>75</sub>-An<sub>82</sub>. This variation can be observed within a sample, and plagioclase compositions between samples are indistinguishable (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). Pyroxenes and olivines are observed in samples S2-c, S4, and S5 as microlites of 0.1-0.2 mm. Olivines have forsterite (Fo) contents of Fo<sub>76</sub> &#x2013; Fo<sub>81</sub>, while the clinopyroxene have an augite composition (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5E, F</bold>
</xref>). Similar as the plagioclases, the clinopyroxene, and olivine compositions overlap between samples.</p>
</sec>
<sec id="s4_5">
<label>4.5</label>
<title>Sediment thickness</title>
<p>Due to the rough terrain, sediment thickness could only be extracted from 40 positions with low relief and constant sediment thickness along the AUV sub-bottom profiles (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>), characterizing 21 of the eruptive units. Measured sediment thickness ranges from 0.4 &#xb1; 0.1 to 4.2 &#xb1; 0.1 m (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Three of the eruptive units have sediment thicknesses below the limit of detection of the sub-bottom profiles, thus&lt; 10 cm. Completely sedimented regions are found to be covered by more than 1.4 &#xb1; 0.1 m of sediments. Hummocky terrains have sediment thicknesses ranging from 0.8 &#xb1; 0.1 to 2.1 &#xb1; 0.1 m but are generally more than 1.6 &#xb1; 0.1 m, while smooth terrains cover the full ranges of data from &lt;10 cm (below resolution limit) to 4.2 &#xb1; 0.1 m of sediments. The large volcanic dome has measured sediment thickness ranging from 1.2 &#xb1; 0.1 to 3.7 &#xb1; 0.1 m, with relatively constant sediment thickness on its summit (1.2-1.6 &#xb1; 0.1 m) and a general increase observed in its flanks without clear evidence of change in flow units. Sediment thickness estimates are in correlation with variations in backscatter intensity.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>
<bold>(A)</bold> Interpretation of the relative age of the different eruptive units. The eruptive units are regrouped in four volcanic phases (V0-V3), based on backscatter intensity, sediment thickness extracted from sub-bottom profile (indicated by the black numbers), stratigraphic relationships between lava flows, and patterns of fracture distribution. <bold>(B)</bold> Zoom on the geomorphological interpretation (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) showing the chronological order (older to younger, from 1 to 3) of three eruptive units from V1 determined from the fault and fissure pattern. <bold>(C)</bold> Extract from the backscatter mosaic showing young volcanism in the northeast section of the map.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273574-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s5" sec-type="discussion">
<label>5</label>
<title>Discussion</title>
<sec id="s5_1">
<label>5.1</label>
<title>Flow morphology: constraint on eruption dynamics</title>
<p>Flow morphology is commonly used as a proxy to infer the rheological and physical properties of an eruption. Based on the comparison of the determined morphologies with those of similar resolution studies with ground truth data (e.g., <xref ref-type="bibr" rid="B53">McClinton et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>), smooth terrains seem to be associated with the emplacement of sheet and lobate flows, hummocky terrains with the emplacement of pillow mounds or pillow ridges, while smooth hummocky terrains mark a transition between lobate and pillow flows. Laboratory experiments have shown that the morphology of deep (&gt;1500 m) submarine lava flows is controlled by the lava viscosity, underlying slope, and local flow rates (<xref ref-type="bibr" rid="B9">Bonatti and Harrison, 1988</xref>; <xref ref-type="bibr" rid="B34">Gregg and Fink, 1995</xref>; <xref ref-type="bibr" rid="B35">Gregg and Smith, 2003</xref>). Sheet flows transition toward lobate and pillow flows by increasing viscosity and decreasing extrusion rate and underlying slope. Constraining the underlying slope is challenging as it is locally controlled by volcanic edifices buried by more recent eruptions. Nevertheless, in Hadarba Deep, the regional bathymetry deepens towards the south at an angle of 1.5 to 3.5&#xb0; (excluding the dome volcano) without clear variations between seafloor morphology, indicating this does not have a major effect. Within our mapped area, only 4 eruptive units were sampled (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), and none of them are associated with hummocky terrains. The homogeneous compositions of the basaltic glasses and minerals and the chemistry of the lava flows that fall along fractional crystallization trends point to a role of crystallization to explain the limited spread. Calculation of crystallization pathways at seafloor depth (0.2 kbar), mid-crustal or lower crustal depth (0.8 and 1.6 kbar; assuming a 5 km crust) with Petrolog3 (<xref ref-type="bibr" rid="B26">Danyushevsky and Plechov, 2011</xref>) indicate that the limited spread in lava chemistry can be explained by variations in degrees of crystallization of around 20% (depending on the exact depth; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Melting degree and depths (as indicated by Na<sub>8</sub> and Fe<sub>8</sub>, cf. <xref ref-type="bibr" rid="B44">Langmuir et&#xa0;al., 1992</xref>) are also consistent between the samples, and similar to other Red Sea samples, overlapping with &#x2018;normal&#x2019; mid-ocean ridges not influenced by mantle plumes (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Low K/Ti and little elevated Cl/K, which is on the low end of the Red Sea field, indicate that all magmas have a relatively refractory source, and underwent only little assimilation of hydrothermal crust (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>; cf. <xref ref-type="bibr" rid="B77">van der Zwan et&#xa0;al., 2015</xref>). Therefore, all magmas seem to have had a similar source, underwent similar magmatic processes, and potentially are related to the same event. The overall smooth terrain of these lavas is consistent with their primitive low-viscosity basaltic composition (glass MgO &gt; 6; Pl &gt;An<sub>75</sub>; Ol &gt;Fo<sub>76</sub>). In addition, the low crystallinity and lack of phenocrysts (&lt;1 mm crystals) in the samples also imply little crystallization in stagnation levels, in agreement with the high-extrusion rates of low-viscosity lava. However, analyses of the glass samples and their minerals show no significant compositional variations between the lava flows that would explain changes in morphologies between smooth and smooth-hummocky. Similar observations have been made along the Mid-Atlantic Ridge (<xref ref-type="bibr" rid="B12">Cann and Smith, 2005</xref>) and Galapagos Spreading Center (<xref ref-type="bibr" rid="B53">McClinton et&#xa0;al., 2013</xref>), and on a larger scale for different volcano types in the Red Sea (<xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>), suggesting that extrusion rates influenced flow morphology to a greater extent than the chemistry. Thus, the differences in morphology observed in Hadarba Deep could be used as a proxy for extrusion rates. The transition between smooth to smooth-hummocky and hummocky terrain is likely associated with a decrease in extrusion rates, potentially marking the end of eruptive sequences.</p>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Eruptive phases and evolution of the eruptive activity over the last ~15 ka</title>
<p>The maximum measured sediment thicknesses (4.2 &#xb1; 0.1 m, <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>) and an average sedimentation rate of 14 &#xb1; 3 cm/ka (<xref ref-type="bibr" rid="B69">Stoffers and Ross, 1974</xref>; <xref ref-type="bibr" rid="B43">Kuptsov and Palkina, 1986</xref>), gives a maximum age of 30 &#xb1; 9 ka for the mapped area and 15 &#xb1; 5 ka within the axial valley (i.e., between W1 and E1). If the volcanic activity was limited at the ridge axis and given the spreading rate in this region (11-12 mm/yr; <xref ref-type="bibr" rid="B3">Argus et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B81">Viltres et&#xa0;al., 2022</xref>) and the width of the axial valley (~3.5-4.5 km), the maximum age of the crust within the axial trough should reach ~400 ka; or ~800 ka, if we consider that the mapped region corresponds to the eastern tip of an overlapping spreading center and that the total extension could be distributed between the two axes. Such variation between this maximum crustal age and the age of the upper flows is similar to observations made along the Mohns Ridge, where ~50% of the valley floor have ages younger than ~25 ka (<xref ref-type="bibr" rid="B72">Stubseid et&#xa0;al., 2023</xref>) and reflect the wide region of crustal generation along slow- and ultraslow spreading ridges (<xref ref-type="bibr" rid="B59">Perfit and Chadwick, 1998</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>).</p>
<p>Within this timeframe, different eruptive units can be identified based on their morphology (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>), and relative age (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), as well as the tectonic pattern (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). They are used to determine eruptive phases and investigate the evolution of the eruptive activity of the study area in Hadarba Deep. Three volcanic phases (V1-V3) have been identified within the axial valley based on recurrent patterns between successive eruptive units and their sediment thickness. Phase V1 is associated with the emplacement of elongated hummocky terrain separated by smooth and smooth-hummocky terrain. It is also associated with the formation of the four flat-topped seamounts. The abrupt variation in fault and fissure distribution between eruptive units (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>) within this V1 indicates alternation between hummocky eruptions and smooth to smooth-hummocky eruptions, with at least three such cycles evidenced. This would suggest cyclic variations in extrusion rate and possibly magma supply. However, whether the episodes of deformation occur in between individual eruptive events or are limited to a period of lower extrusion rate associated with the waning of magma supply at the end of each phase remains unclear. The sediment thickness varying from 1.5 &#xb1; 0.1 to 2.1 &#xb1; 0.1 m indicates ages between ~10 &#xb1; 4.5 and 15 &#xb1; 5 ka. Eruptive units emplaced during this period are primarily at the surface on the southwest section of the study area, but observed all across the axial valley (from E1 to W1), and thus potentially more covered on the eastern side. This, therefore, indicates a period associated with a wide zone of dike injections (exceeding 4.5 km) over the whole axial valley.</p>
<p>Phase V2 appears to mark the last building phase of the dome volcano but can also be found east of E1. The relatively constant sediment thickness at the dome summit (1.2 to 1.4 m) indicates ages between ~8.5&#xb1; 3 and 10 &#xb1; 3.5 ka. While the increase of sediment thickness on its flank (up to 3.7 &#xb1; 0.1 m; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>), could result from the redistribution of sediment down the slope, an initial construction of the edifice anterior to V1 cannot be excluded. V2 is mainly associated with the emplacement of smooth and hummocky smooth terrains with lava channels exceeding 1.5 km but is topped by hummocky terrain, which attests to an overall decrease of volcanic activity toward the end of phase V2. No eruptive units with similar ages have been found south of the volcanic dome, and V2 could mark a regression phase of the volcanic activity with magma focusing towards the segment center (axial high). The eruptive units of V2 have experienced significant deformation, especially along W1, W2, and E1 (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4A</bold>
</xref>). However, there is no significant variation in the tectonic pattern between the different units of V2, indicating that the deformation of the V2 lava flows is posterior to the last eruption of this volcanic phase.</p>
<p>Finally, phase V3 marks the youngest volcanic phase, indicated by their strongest backscatter signals. Three eruptive units (S1, S2 and S4) have sediment thicknesses of&lt;10 cm, confirmed by limited sediments in the wax cores, and thus are younger than 700 yrs. No ages could be determined for most of the earlier stages of V3, but most eruptive units (70%) appear to be of similar age or younger than S5, which has a thickness of 40 cm, equal to 2.9 &#xb1; 1.6 ka. Phase V3 is dominated by the emplacement of smooth terrains (i.e., sheet flows and lobate flows), pointing to elevated extrusion rates. Not dissimilar to V1, V3 seems to have experienced changes in morphology with the occurrence of smooth terrains by high extrusion rates, alternating with periods of slightly decreased extrusion rates forming smooth-hummocky terrains, indicating episodic activity associated with waxing and waning of the magma supply. However, the lower amounts of hummocky terrain point towards overall higher magmatic activity. This is also indicated by the Na<sub>8</sub> ( &#xb1; 2.4) and Fe<sub>8</sub> ( &#xb1; 10.5) on the lower end of the mid-ocean ridges spectrum, indicating higher degrees of melt at shallower average depths, more similar to faster-spreading ridges (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). High eruption rates are consistent with the absence of extensive magma storage as indicated by their low crystal content and lack of phenocrysts and similar compositions. The narrow distribution of the lava flows across the axial valley, indicates that dikes injections are centered within a much narrower region of the valley (&lt;1.5 km), and lava flow emplacement is mostly constrained by W2 and E1.</p>
<p>Overall, the high proportion of smooth flows (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), and the low tectonic strain (&lt;10%, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), are similar to those of intermediate spreading segments (e.g., at 86&#xb0;W and 92&#xb0;W along the Galapagos spreading center; <xref ref-type="bibr" rid="B53">McClinton et&#xa0;al., 2013</xref>) and those of SWIR 50&#xb0;28&#x2019;E (<xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). Together those parameters indicate that the mapped region is part of a magmatically robust segment in concert with it being part of an axial high, and this for at least the last 15 &#xb1; 5 ka. However, the above interpretation also shows that the volcanic activity over this period is not steady. The variability between the different volcanic phases indicates periods of (1) lower extrusion rates over the whole axial valley (V1), (2) regression of the volcanic activity toward the axial high, but with local higher extrusion rates (transition V1 to V2), (3) increase of tectonic extension (between V2 and V3), and (3) renewed volcanic activity with higher extrusion rates (V3). This could indicate a decrease of magma supply from V1 to V2, followed by an increase during V3. These variations could also explain changes in the width of the injection zone. Previous studies have shown that periods of robust magma supply dominated by high extrusion rate eruptions develop a narrower well-defined axis, while during periods of lower magma supply, the activity appears unfocused, occurring within the entire width of the axial valley (50&#xb0;28&#x2032;E, <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). In addition to the variations between each volcanic phases, there are also significant changes in flow morphology (i.e., extrusion rates) between eruptive events. Based on the number of observed cycles of morphological changes and the ages of V1 and V2, variations in extrusion rate within the phases show a periodicity of 1-2 ka.</p>
</sec>
<sec id="s5_3">
<label>5.3</label>
<title>Eruption frequency</title>
<p>Accurately dating volcanic events along a MOR is challenging, and an eruption history over relevant periods of time is rare. Up to date, only a few repeated eruptions have been directly observed (9&#xb0;50&#x2032;N EPR, Axial Seamount (JdFR), and the Coaxial segment of the JdFR), giving intervals of recurrence of 4 to 20 years (<xref ref-type="bibr" rid="B61">Rubin et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B22">Clague et&#xa0;al., 2017</xref>), while most other information is from indirect methods. Eruption frequency is often estimated by either (1) dating eruptions sequences using radiometry, paleointensity, or estimation of the sediment thickness and sedimentation rate (<xref ref-type="bibr" rid="B7">Bergmanis et&#xa0;al., 2007</xref>), (2) calculating the number of meter-wide diking events needed to accommodate the magmatic extension (e.g., <xref ref-type="bibr" rid="B38">Hooft et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B25">Curewitz and Karson, 1998</xref>; <xref ref-type="bibr" rid="B23">Colman et&#xa0;al., 2012</xref>), or (3) based on the time-averaged rate production of the extrusive layer and average flow volume (<xref ref-type="bibr" rid="B59">Perfit and Chadwick, 1998</xref>; <xref ref-type="bibr" rid="B66">Sinton et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B61">Rubin et&#xa0;al., 2012</xref>). This latter method infers that the frequency of eruption decreases with the spreading rate, and recurrence intervals &gt;1000 yr should be expected for a slow- and ultraslow- spreading segment (<xref ref-type="bibr" rid="B61">Rubin et&#xa0;al., 2012</xref>).</p>
<p>Assuming a steady state of the magmatic system, the number of distinguishable eruptive units per volcanic phase and sediment ages can be used to calculate an interval of recurrence of ~106 &#xb1; 135 yr (in V1), ~115 &#xb1; 600 yr (in V2) and ~250 &#xb1; 116 yr (last 2.9 &#xb1; 1.6 ka of V3). Note that these estimated eruption rates have large errors resulting from the high uncertainty in the sedimentation rate. The three youngest flows (Flow S1, S2, and S4), whose ages are better constrained (&lt;700 &#xb1; 200 yr), also indicate an interval of recurrence of&lt;240 &#xb1; 50 yr, thus a much higher frequency than expected for ultra-slow spreading segments. Such short intervals could be related to the age uncertainties and the method used to delineate the eruptive units. Indeed, previous studies have shown that disconnected flows could be part of the same eruptive event (e.g., <xref ref-type="bibr" rid="B23">Colman et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B82">Yeo, 2014</xref>; <xref ref-type="bibr" rid="B83">Yeo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B22">Clague et&#xa0;al., 2017</xref>), leading to an underestimation of the frequency. Phase V1 and V2 have a high proportion of disconnected cones or mounds. These smaller edifices might be part of larger eruptive events, and contribute to an overestimation of the eruptive frequency. But in the absence of geochemical information, integrating those smaller edifices into larger events remains challenging. However, in phase V3, while geochemical analyses indicate a possible relation between the lava flows, variations in BI indicate age variations with recurrence interval consistent over 3 ka and 700 yr periods.</p>
<p>The high eruption frequency over the last 15 ka is likely to be related to the long-term magmatic state of the segment. Indeed, the magmatic budget is known to fluctuate not only at the time scale of individual eruptions (<xref ref-type="bibr" rid="B10">Bowles et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B22">Clague et&#xa0;al., 2017</xref>) but also over a larger time scale. Such variations are known to influence flow morphology and eruption frequency, which become more frequent as the magmatic budget increases (<xref ref-type="bibr" rid="B23">Colman et&#xa0;al., 2012</xref>). Faults located ~6.5 km east and west from the current ridge axis may mark the end of the last high-magmatic phase and would indicate a long-term magmatic cycle of ~590 ka, similar to those found along slow- and ultraslow-spreading segments (150-500 ka; <xref ref-type="bibr" rid="B24">Cordier et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B60">Rioux et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B42">Klischies et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). Faults located ~6.5 km east and west from the current ridge axis may mark the end of the last high-magmatic phase and would indicate a long-term magmatic cycle of ~590 ka, similar to those found along slow- and ultraslow-spreading segments (150-500 ka; <xref ref-type="bibr" rid="B24">Cordier et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B60">Rioux et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B42">Klischies et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>). Variability in long-term magmatic supply can also be observed off-axis in vertical gravity gradient (VGG) data (<xref ref-type="bibr" rid="B5">Augustin et&#xa0;al., 2021</xref>): in contrast to Thetis Dome and Hatiba Mons that form rift-perpendicular ridges indicating long-term magma focusing, the Hadarba segment center shows a patchy VGG pattern pointing to larger variations in magma supply. Nevertheless, considering (1) the consistency of eruption intervals between the phases, (2) the generally very low tectonic strain (&lt;10%, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>, see 5.4), and (3) the high proportion of smooth terrains even during V1, a relatively large magma supply has been located under this segment, for at least 15 ka, without clear sign of decline. In such magmatically robust segment, a recurrence interval of a few hundred years seems realistic. This would indicate that ultraslow-spreading ridges could sustain robust magmatic activity with high eruption frequency over several kyrs.</p>
</sec>
<sec id="s5_4">
<label>5.4</label>
<title>Asymmetry of the tectonic extension at a magmatically robust segment</title>
<p>The eastern axis of Hadarba Deep has a well-defined, ~3.6-4.5 km wide axial valley offset from the rift flanks by 1.5 to 104 m high fault scarps (W1 and E1, <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A</bold>
</xref> and <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). The shallow axial valley (&lt;105 m deep) and the low tectonic strain between W1 and E1 (&lt;10.9%), require that 90% of the spreading is accommodated by magmatic intrusions, and are thus indicative of a magmatically robust segment (e.g., <xref ref-type="bibr" rid="B65">Semp&#xe9;r&#xe9; et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B37">Hooft et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B57">Olive and Dublanchet, 2020</xref>), at least in geologically recent time. This is in agreement with the low seismicity (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) that has been proposed to indicate an increase in magma extension (<xref ref-type="bibr" rid="B52">Metz et al., 2013</xref>; <xref ref-type="bibr" rid="B6">Augustin et&#xa0;al., 2016</xref>). The differences in fault patterns and tectonic strain with respect to the current ridge axis (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), indicate an asymmetry for the accommodation of the extension between W1 and E1. An asymmetry in the extension and fault pattern is not uncommon at a segment end (e.g., <xref ref-type="bibr" rid="B29">Escart&#xed;n et&#xa0;al., 1999</xref> and references therein). As the study area is the eastern branch of an overlapping spreading center (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), the asymmetry could indeed be a result of a change in the rheology of the lithosphere, a difference in the spreading rate between the eastern and western flanks, or a difference in the width of the active deformation zone. Potential differences in spreading rate cannot be constrained by the available data, and although there is a lack of large vertical offset outside of the mapped region (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), it cannot be excluded that the zone of active deformation extends further east and west. Indeed, the active deformation zone on slow- and ultra-slow spreading segments can exceed 15 km (<xref ref-type="bibr" rid="B29">Escart&#xed;n et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2021</xref>), over three times the width of the map region. However, based on the prolongation of W1, W2 and E1, the asymmetry appears to continue north, well outside the overlapping region, into the axial high (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Thus, it is unlikely merely related to it being at a segment end. The relationship between the fault pattern and the youngest eruptive unit seems to indicate that at least part of the asymmetry is related to the recent change in volcanic activity. Deformation along E1 and W2 seems to have primarily occurred between the end of V2 and the early phase of V3 when the eruptive activity became more focused on the eastern section of the axial valley. Such relationship, may indicate that the localization of the deformation is controlled by the magmatic activity.</p>
</sec>
</sec>
<sec id="s6" sec-type="conclusions">
<label>6</label>
<title>Conclusion</title>
<p>The joint analysis of high-resolution AUV bathymetry, backscatter and sub-bottom profile data, and geochemical analysis of lava fragments enables retracing the evolution of Hadarba Deep over the last 15&#xb1; 5 ka. The geological mapping and interpretation reveal that:</p>
<list list-type="order">
<list-item>
<p>Change in the seafloor morphology is mainly influenced by extrusion rates. High effusion rate eruptions, resulting in the emplacement of smooth and smooth-hummocky lava flows (i.e., eruptions dominated by lobate and sheet lava flows), are the most common (~60.5% of the eruptions), while low-effusive events (i.e., hummocky terrain and flat-topped seamounts), account for 37.2% of the mapped area.</p>
</list-item>
<list-item>
<p>Combined with the low apparent tectonic strain (&lt;11%), the high proportion of high effusion rate eruptions, similar to those of intermediate- and fast-spreading segments, indicate a magmatically robust segment.</p>
</list-item>
<list-item>
<p>Variability between calculated crustal age and maximum sediment thickness indicates that the entire region has been rejuvenated during the last 30 ka.</p>
</list-item>
<list-item>
<p>While the entire period is likely to be magmatically active, the last 15 &#xb1; 5 ka can be separated into 3 volcanic phases (V1-V3) associated with changes in extrusion rates and eruptive axis that are likely controlled by variations in magma supply.</p>
</list-item>
<list-item>
<p>Eruptions over the last 15 &#xb1; 5 ka appear more frequent than general estimates for slow-spreading segments in the order of 100-250 years. This could be the result of the high magmatic activity of the segment.</p>
</list-item>
<list-item>
<p>Tectonic pattern and geometry indicate an asymmetry in the extension associated with the migration of the magmatic activity toward the east side of the axial valley, suggesting a magmatic control of the extension.</p>
</list-item>
</list>
</sec>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available in the Pangaea database. The AUV bathymetry and Backscatter (<xref ref-type="bibr" rid="B79">van der Zwan et al., 2023b</xref>) can be found here : <uri xlink:href="https://doi.org/10.1594/PANGAEA.963456">https://doi.org/10.1594/PANGAEA.963456</uri>.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>MS: Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Visualization, Writing &#x2013; original draft. FZ: Formal analysis, Funding acquisition, Investigation, Methodology, Visualization, Writing &#x2013; original draft. CS: Investigation, Visualization, Writing &#x2013; review &amp; editing. NA: Data curation, Investigation, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The ship-time of OSS Handin Tide was funded by Fugro, under a collaborative agreement with KAUST. MS, NA and CS were funded by GEOMAR, FZ was funded by KAUST under grant BAS/1/1408-01-01.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful to the captain, crew, and AUV team of the OSS Handin Tide for their help during the cruise in February 2021. We further thank the captain and crew, and scientific participants, particularly J&#xf6;rg Follmann and David Atienza, for wax corer sampling during the RV Thuwal expedition TH09/22 in September 2022. We appreciate the assistance of Mario Th&#xf6;ner at the Electron Microprobe Lab at GEOMAR. The authors thank KAUST CMR and Fugro for the organization and granting of ship time and the AUV operations on board OSS Handin Tide. We also thank the reviewers for their comments and recommendations that have helped improve this manuscript.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<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 id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<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/fmars.2023.1273574/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1273574/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xlsx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
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