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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>
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<article-meta>
<article-id pub-id-type="publisher-id">749488</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.749488</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Stalagmite Record of Southern Arabia: Climatic Extremes, Human Evolution and Societal Development</article-title>
<alt-title alt-title-type="left-running-head">Nicholson et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">The Stalagmite Record of Southern Arabia</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nicholson</surname>
<given-names>Samuel Luke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1276034/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jacobson</surname>
<given-names>Matthew J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1500602/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hosfield</surname>
<given-names>Rob</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fleitmann</surname>
<given-names>Dominik</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1500603/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Ecology and Evolutionary Biology, University of Reading, <addr-line>Reading</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>School of Archaeology, Geography and Environmental Science, University of Reading, <addr-line>Reading</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Quaternary Geology, Department of Environmental Sciences, University of Basel, <addr-line>Basel</addr-line>, <country>Switzerland</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/1129071/overview">Amy Prendergast</ext-link>, The University of Melbourne, Australia</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/1005073/overview">Emma Loftus</ext-link>, Ludwig Maximilian University of Munich, Germany</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/268617/overview">Andrea Zerboni</ext-link>, University of Milan, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Samuel Luke Nicholson, <email>sam.nicholson@reading.ac.uk</email>; Dominik Fleitmann, <email>dominik.fleitmann@unibas.ch</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Quaternary Science, Geomorphology and Paleoenvironment, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>749488</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Nicholson, Jacobson, Hosfield and Fleitmann.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Nicholson, Jacobson, Hosfield and Fleitmann</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>The fluctuating climatic conditions of the Saharo-Arabian deserts are increasingly linked to human evolutionary events and societal developments. On orbital timescales, the African and Indian Summer Monsoons were displaced northward and increased precipitation to the Arabian Peninsula which led to favorable periods for human occupation in the now arid interior. At least four periods of climatic optima occurred within the last 130,000 years, related to Marine Isotope Stages (MIS) 5e (128&#x2013;121&#xa0;ka BP), 5c (104&#x2013;97&#xa0;ka BP), 5a (81&#x2013;74&#xa0;ka BP) and 1 (10.5&#x2013;6.2&#xa0;ka BP), and potentially early MIS 3 (60&#x2013;50&#xa0;ka BP). Stalagmites from Southern Arabia have been key to understanding climatic fluctuations and human-environmental interactions; their precise and high-resolution chronologies can be linked to evidence for changes in human distribution and climate/environment induced societal developments. Here, we review the most recent advances in the Southern Arabian Late Pleistocene and Early Holocene stalagmite records. We compare and contrast MIS 5e and Early Holocene climates to understand how these differed, benchmark the extremes of climatic variability and summarize the impacts on human societal development. We suggest that, while the extreme of MIS 5e was important for <italic>H. sapeins</italic> dispersal, subsequent, less intense, wet phases mitigate against a simplistic narrative. We highlight that while climate can be a limiting and important factor, there is also the potential of human adaptability and resilience. Further studies will be needed to understand spatio-temporal difference in human-environment interactions in a climatically variable region.</p>
</abstract>
<kwd-group>
<kwd>Arabia</kwd>
<kwd>monsoon</kwd>
<kwd>dispersal</kwd>
<kwd>
<italic>Homo sapiens</italic>
</kwd>
<kwd>stalagmite</kwd>
<kwd>isotope</kwd>
<kwd>climate</kwd>
</kwd-group>
<contract-sponsor id="cn001">Arts and Humanities Research Council<named-content content-type="fundref-id">10.13039/501100000267</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Schweizerischer Nationalfonds zur F&#xf6;rderung der Wissenschaftlichen Forschung<named-content content-type="fundref-id">10.13039/501100001711</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The fluctuating palaeoclimate conditions of Southern Arabia are frequently related to broad changes in hominin distribution as well as regional societal developments. Intensifications and expansions of the monsoon domain increased precipitation across Southern Arabia during periods of increased solar insolation, following orbitally-paced cycles (<xref ref-type="bibr" rid="B14">Burns et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B13">Burns et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B30">Fleitmann et&#x20;al., 2003b</xref>; <xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B71">Parton et&#x20;al., 2015b</xref>; <xref ref-type="bibr" rid="B46">Jennings et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). During the last 130 kyrs, at least four prolonged periods of increased precipitation have been identified and dated to MIS 5e (128&#x2013;121&#xa0;ka BP), MIS 5c (104&#x2013;97&#xa0;ka BP), MIS 5a (81&#x2013;74&#xa0;ka BP) and the Early Holocene (10.5&#x2013;6.2&#xa0;ka BP), and perhaps early MIS 3 (60&#x2013;50 ka BP), each lasting for a few millennia (<xref ref-type="bibr" rid="B13">Burns et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B69">Parton et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). These extreme increases in rainfall permitted the formation of large, deep and perennial lakes and other waterbodies in the now arid interiors (<xref ref-type="bibr" rid="B83">Rosenberg et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B82">Rosenberg et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B72">Petraglia et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B84">Rosenberg et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B69">Parton et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B70">Parton et&#x20;al., 2015a</xref>). As well as increased surface water availability and refilling of aquifers, increased rainfall led to &#x201c;greening&#x201d; events of Arabia, in which grassland environments expanded into the now arid desert interiors and supported the spread of large mammals and human settlement (<xref ref-type="bibr" rid="B81">Rose et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B72">Petraglia et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B42">Groucutt et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B90">Stimpson et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B41">Groucutt et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B88">Stewart et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B89">Stewart et&#x20;al., 020b</xref>; <xref ref-type="bibr" rid="B43">Groucutt et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B85">Scerri et&#x20;al., 2021</xref>).</p>
<p>Speleothems (stalagmites, stalactites and flowstones) have been key sources of terrestrial palaeoclimatic information in Southern Arabia. Unlike other terrestrial archives (e.g., lacustrine and alluvial records), their subterranean location protects them from desert weathering conditions (<xref ref-type="bibr" rid="B14">Burns et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B96">Vaks et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B24">El-Shenawy et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B15">Burstyn et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Henselowsky et&#x20;al., 2021</xref>). Additionally, speleothem growth requires a positive precipitation-evaporation balance, and can thus inform the timing of prolonged soil humidity above the cave. Stalagmites are particularly useful for palaeoclimate reconstructions; their laminated growth permits the development of precise climatic records through U-Th dating and analyses of calcite oxygen (&#x3b4;<sup>18</sup>O<sub>ca</sub>) and carbon (&#x3b4;<sup>13</sup>C<sub>ca</sub>) stable-isotopes, which can be linked to archaeological (and historical) records. Since 1998, a series of publications have provided a unique insight into the palaeoclimate of Southern Arabia using stalagmites collected from Hoti (23.08&#xb0; N, 57.35&#xb0; E), Mukallah (14.91&#xb0; N, 48.59&#xb0; E), and Qunf (17.16&#xb0; N, 54.3&#xb0; E) caves (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). Specific site descriptions of the caves are available elsewhere (<xref ref-type="bibr" rid="B14">Burns et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B61">Neff et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B30">Fleitmann et&#x20;al., 2003b</xref>; <xref ref-type="bibr" rid="B29">Fleitmann et&#x20;al., 2003a</xref>; <xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>). Here, we summarize these works and provide a comparison between two of these climatically extreme periods: MIS 5e and the Early-Mid Holocene.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> simulated mean annual precipitation maps of the Arabian Peninsula for modern (<xref ref-type="bibr" rid="B27">Fick and Hijmans, 2017</xref>), Early Holocene (<xref ref-type="bibr" rid="B27">Fick and Hijmans, 2017</xref>; <xref ref-type="bibr" rid="B34">Fordham et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B11">Brown et&#x20;al., 2018</xref>) and MIS 5e (<xref ref-type="bibr" rid="B65">Otto-Bliesner, 2006</xref>; <xref ref-type="bibr" rid="B99">World Clim, 2015</xref>) periods. Speleothem cave sites (white circles) show distribution of fossil stalagmites (modern) and their respective growth periods (Early Holocene and MIS 5e). <bold>(B)</bold> box-whisker plots of stalagmite &#x3b4;<sup>18</sup>O<sub>ca</sub> values from Hoti (red) and Mukallah (blue) caves vs. the Soreq Cave &#x3b4;<sup>18</sup>O<sub>ca</sub> curve (<xref ref-type="bibr" rid="B4">Bar-Matthews et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B38">Grant et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B37">Grant et&#x20;al., 2016</xref>), ODP 967 PC2 wet/dry index and sapropel layers (<xref ref-type="bibr" rid="B39">Grant et&#x20;al., 2017</xref>), low-latitude (30&#xb0;N; <xref ref-type="bibr" rid="B7">Berger and Loutre, 1991</xref>) and global ice-volume (&#x03B4;<sup>18</sup>O<sub>benthic</sub>; <xref ref-type="bibr" rid="B54">Lisiecki and Raymo, 2005</xref>). Black circles denote statistically extreme values. Sample counts and stalagmite specimens are given above and below boxes, respectively. See <xref ref-type="sec" rid="s10">Supplementary Material</xref> for results of ANOVA and Wilcoxon rank sum test. The yellow bar denotes the range of modern stalagmite &#x3b4;<sup>18</sup>O<sub>ca</sub> values from Hoti Cave (<xref ref-type="bibr" rid="B29">Fleitmann et&#x20;al., 2003a</xref>; <xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>). <sup>230</sup>Th ages and age uncertainties (2&#x03C3;) for Mukallah (blue) and Hoti (red) cave speleothems are given above their respective boxplots (<xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). Relevant Marine Isotope Stages are provided using the taxonomy of <xref ref-type="bibr" rid="B79">Railsback et&#x20;al. (2015)</xref>.</p>
</caption>
<graphic xlink:href="feart-09-749488-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>Timing of Increased Rainfall During the Last 130 kyrs</title>
<p>At least four South Arabian Humid Periods (SAHPs) occurred during the Late Pleistocene and Early Holocene. At Mukallah Cave, stalagmite deposition was recorded during MIS 5e (&#x223c;128&#x2013;121&#xa0;ka BP; SAHP 4), 5c (&#x223c;104&#x2013;97&#xa0;ka BP; SAHP 3), and the Early Holocene (&#x223c;10&#x2013;6&#xa0;ka BP; SAHP 1). At Hoti cave, stalagmite deposition occurred during MIS 5e, 5a (&#x223c;85&#x2013;74&#xa0;ka BP; SAHP 2) and the Holocene (10&#x2013;5.2&#xa0;ka BP and 2.6&#xa0;ka BP to present) (<xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>). Stalagmite growth is also recorded at Qunf Cave (Q5), Defore Cave (S3, S4, S6, S9) and Dimarshim (D1). An almost continuous climatic record (&#x223c;10.6&#x2013;0.3&#xa0;ka BP) is provided by Q5, whereas S3 and S4 are only active before and after SAHP 1 and D1 grows from &#x223c;4.2 to 0&#xa0;ka BP. Determination of stalagmite fluid inclusion water &#x3b4;<sup>18</sup>O and &#x3b4;D values from Mukallah and Hoti caves have shown that increased precipitation during MIS 5e and the Early-Mid Holocene were delivered by the African Summer Monsoon (ASM) and the Indian Summer Monsoon (ISM) (<xref ref-type="bibr" rid="B30">Fleitmann et&#x20;al., 2003b</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). This is in good coherence with other records of ASM and ISM intensity, particularly sapropel layers S5 (128.3&#x2013;121.5&#xa0;ka), S4 (107.8&#x2013;101.8&#xa0;ka), S3 (85.8&#x2013;80.8&#xa0;ka) and S1 (10.5&#x2013;6.1&#xa0;ka) from Mediterranean Sea core ODP 967 (<xref ref-type="bibr" rid="B80">Rohling et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B39">Grant et&#x20;al., 2017</xref>).</p>
<p>Stalagmite distribution, size and shape can reveal changes in precipitation amounts in arid environments. An estimated annual precipitation &#x3e;300&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> for SAHPs was established using the distribution of active stalagmite growth in the Negev desert (<xref ref-type="bibr" rid="B95">Vaks et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B96">Vaks et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B97">Vaks et&#x20;al., 2013</xref>), suggesting palaeo-precipitation doubled current amounts at Mukallah and Hoti Caves (<xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>; <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). MIS 5e stalagmites (Y99 and H13) are large (width &#x3e;30&#xa0;cm; and height &#x3e;1&#xa0;m), suggesting annual rainfall was considerably higher than 300&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup>. This is supported by deposition of a large MIS 5e flowstone at Hoti Cave, which indicates flowing water on the cave floor, deposition fluvio-lacustrine sediments in Northern Arabia (<xref ref-type="bibr" rid="B84">Rosenberg et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B68">Parton et&#x20;al., 2018</xref>) and Southern Arabia (<xref ref-type="bibr" rid="B83">Rosenberg et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B82">Rosenberg et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B58">Matter et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B70">Parton et&#x20;al., 2015a</xref>), the deposition of sapropel S5 caused by &#x223c;8&#x20;times higher Nile outflow (<xref ref-type="bibr" rid="B2">Amies et&#x20;al., 2019</xref>) and modeled rainfall amounts of 300&#x2013;600&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> during MIS 5e (<xref ref-type="bibr" rid="B65">Otto-Bliesner, 2006</xref>; <xref ref-type="bibr" rid="B46">Jennings et&#x20;al., 2015</xref>; <xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). Stalagmites from later growth periods, such as Y97-4 and Y97-5, are comparatively smaller (<xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>), suggesting that annual rainfall was less than during SAHP 4. This is consistent with modeled Early Holocene rainfall of 200&#x2013;300&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> over Mukallah Cave (<xref ref-type="bibr" rid="B34">Fordham et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B11">Brown et&#x20;al., 2018</xref>).</p>
<p>Differing rainfall amounts between SAHPs are confirmed by stalagmite &#x3b4;<sup>18</sup>O<sub>ca</sub> values, which are influenced by the intensity of ASM (Mukallah) and ISM (Hoti) rainfall (<xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). SAHP 4 (MIS 5e) has the most negative &#x3b4;<sup>18</sup>O<sub>ca</sub> values (increased rainfall), whereas SAHP 1 (Holocene) has the most positive &#x3b4;<sup>18</sup>O<sub>ca</sub> values (drier conditions) (<xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). The competing effects of high-latitude glacial-boundary conditions and low-latitude insolation are both considered to control the expansion, contraction and intensity of the monsoon domain (<xref ref-type="bibr" rid="B12">Burns et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B16">Cheng et&#x20;al., 2009a</xref>; <xref ref-type="bibr" rid="B6">Beck et&#x20;al., 2018</xref>) and are key differentiating factors of SAHPs (<xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). While precipitation intensities of SAHP 4, 3 and 2 follow the declining intensity of glacial-boundary minima, SAHP 1 contradicts this trend, as positive &#x3b4;<sup>18</sup>O<sub>ca</sub> occurred during an interglacial maximum. Instead, SAHP &#x3b4;<sup>18</sup>O<sub>ca</sub> values consistently follow the pattern of declining low-latitude summer Northern Hemisphere Insolation (NHI) maxima, which are regulated on orbital eccentricity (100&#xa0;kyr) and precession (21&#xa0;kyr) cycles (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). Low-latitude insolation is a key control on the interhemispheric pressure gradient, whereby greater solar heating of the Tibetan Plateau and northern Indian Ocean results in enhanced low pressure and intensification of northern hemisphere cyclones (<xref ref-type="bibr" rid="B12">Burns et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B71">Parton et&#x20;al., 2015b</xref>; <xref ref-type="bibr" rid="B6">Beck et&#x20;al., 2018</xref>). Thus, comparatively low insolation values during SAHP 1 are matched by a weaker response of monsoon intensity compared to preceding SAHPs. Importantly, SAHPs had differing climatic conditions and likely brought unique environmental responses and challenges for human populations.</p>
</sec>
<sec id="s3">
<title>Rainfall Trends During MIS 5e and the Holocene</title>
<sec id="s3-1">
<title>MIS 5e</title>
<p>Precise <sup>230</sup>Th ages of stalagmites combined with &#x3b4;<sup>18</sup>O<sub>ca</sub> values have provided records of MIS 5e and Holocene climatic variability. The Y99 (Mukallah) &#x3b4;<sup>18</sup>O<sub>ca</sub> and &#x3b4;<sup>13</sup>C<sub>ca</sub> records cover SAHP 4 in Yemen, with onset and termination of stalagmite growth at 127.8 and 121.1&#xa0;ka BP (<xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B62">Nicholson et&#x20;al., 2021a</xref>). There are four distinct features of the Y99 &#x3b4;<sup>18</sup>O<sub>ca</sub> curve: 1) onset of enhanced rainfall is characterized by negative &#x3b4;<sup>18</sup>O<sub>ca</sub> values, suggesting this was abrupt, perhaps within &#x3c;500&#xa0;years as suggested by other ASM records (e.g., <xref ref-type="bibr" rid="B4">Bar-Matthews et&#x20;al., 2003</xref>). 2) There is a clear relationship to the July 30<sup>o</sup>N isolation curve, demonstrating rainfall intensity was modulated by low-latitude insolation (<xref ref-type="fig" rid="F1">Figures 1B</xref>, <xref ref-type="fig" rid="F2">2B</xref>). 3) While there is considerable variability, &#x3b4;<sup>18</sup>O<sub>ca</sub> values are consistently more negative (wetter conditions) than succeeding wet phases. 4) There is an abrupt increase in &#x3b4;<sup>18</sup>O<sub>ca</sub> and &#x3b4;<sup>13</sup>C<sub>ca</sub> (drier conditions) at the termination of the wet period as the tropical rain-belt retreated southwards and annual rainfall fell below the threshold for large stalagmite formation (<xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). Additionally, sub-annually resolved H13 (Hoti) &#x3b4;<sup>18</sup>O<sub>ca</sub> and &#x3b4;<sup>13</sup>C<sub>ca</sub> records shows MIS 5e was characterised by increased seasonality (wetter summers and drier winters) dominated by a monsoon-driven precipitation regime (<xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). This was likely echoed by a seasonal vegetation response, as indicated by the presence of C4 plants (<xref ref-type="bibr" rid="B9">Bretzke et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>), with potentially significant implications for animals and human hunter-gatherers.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> High-resolution &#x3b4;<sup>18</sup>O<sub>ca</sub> stalagmite values for the Holocene (H5, H12, H14 and Q5). Blue lines for H5 and H12 represent means before and after the change-point at &#x223c;6.2&#xa0;ka BP. The change-point was identified using the changepoint package for R (<xref ref-type="bibr" rid="B50">Killick et&#x20;al., 2016</xref>). <sup>230</sup>Th ages (cricles) and uncertainty (2&#x03C3;) bars are given above their respective curves. <bold>(B)</bold> High-resolution &#x3b4;<sup>18</sup>O<sub>ca</sub> stalagmite values for MIS 5e (Y99). <sup>230</sup>Th ages and uncertainties (2&#x03C3;) from <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al. (2020)</xref> (circles) used to create the StalAge (<xref ref-type="bibr" rid="B86">Scholz and Hoffmann, 2011</xref>) age-depth model (<xref ref-type="bibr" rid="B62">Nicholson et&#x20;al., 2021a</xref>).</p>
</caption>
<graphic xlink:href="feart-09-749488-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Early-Mid Holocene</title>
<p>The Early-Mid Holocene is characterized by another period of increased rainfall in Arabia, known as the Holocene Humid Period (HHP), or SAHP 1 in Southern Arabia (<xref ref-type="bibr" rid="B14">Burns et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B13">Burns et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B29">Fleitmann et&#x20;al., 2003a</xref>, <xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B32">Fleitmann and Matter, 2009</xref>; <xref ref-type="bibr" rid="B53">L&#xe9;zine, 2009</xref>; <xref ref-type="bibr" rid="B83">Rosenberg et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B25">Engel et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B84">Rosenberg et&#x20;al., 2013</xref>). Stalagmite records from Hoti (H5 and H12), Qunf (Q5) and Defore (S3 and S4) caves provide information of rainfall variability throughout the Holocene. While at Hoti Cave &#x3b4;<sup>18</sup>O<sub>ca</sub> values show shifting dominances of winter (derived from the Mediterranean Sea) vs. summer (derived from the Indian Ocean) precipitation, Qunf Cave &#x3b4;<sup>18</sup>O<sub>ca</sub> values record ISM precipitation intensity. Whereas Hoti Cave &#x3b4;<sup>18</sup>O<sub>ca</sub> values indicate that winter precipitation has been dominant over the last &#x223c;6 kyrs, the Early Holocene is marked by more negative &#x3b4;<sup>18</sup>O<sub>ca</sub> values reflecting increased summer precipitation (<xref ref-type="bibr" rid="B61">Neff et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B12">Burns et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B87">Shakun et&#x20;al., 2007</xref>). This is coeval to more negative &#x3b4;<sup>18</sup>O<sub>ca</sub> values at Qunf Cave which indicate an intensification of the ISM. At both caves &#x3b4;<sup>18</sup>O<sub>ca</sub> values show:</p>
<p>1) Intensification of summer precipitation between 10.6 and 9.4&#xa0;ka BP, which slightly lags low-latitude insolation due to comparatively high glacial-boundary forcing (<xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>). 2) Considerable multi-decadal variability within both H5 and Q5, displaying clear relationships with GRIP, NGRIP and DYE-3 ice-core &#x3b4;<sup>18</sup>O records (<xref ref-type="bibr" rid="B47">Johnsen et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B61">Neff et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B29">Fleitmann et&#x20;al., 2003a</xref>; <xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B32">Fleitmann and Matter, 2009</xref>). More negative ice-core &#x3b4;<sup>18</sup>O (colder northern-hemisphere conditions) were reflected by more positive (drier conditions) stalagmite &#x3b4;<sup>18</sup>O<sub>ca</sub> values. 3) A distinct increase of &#x3b4;<sup>18</sup>O<sub>ca</sub> values (drier conditions) is observed between &#x223c;8.2&#x2013;8.0&#xa0;ka BP and is related to the so-called &#x201c;8.2-kyr event&#x201d;; a global climatic event caused by the collapse of Atlantic Overturning Meridional Circulation (AMOC) due to draining of Hudson Bay glacial lakes and freshwater influx into the Atlantic (<xref ref-type="bibr" rid="B5">Barber et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B51">Kobashi et&#x20;al., 2007</xref>). &#x3b4;<sup>18</sup>O<sub>ca</sub> values of H14 and H5 (Hoti Cave) show this period was characterised by a weakening of rainfall and led to a hiatus of H14 growth (<xref ref-type="bibr" rid="B17">Cheng et&#x20;al., 2009b</xref>). 4) Summer precipitation declines at &#x223c;6.2&#xa0;ka BP. At Qunf Cave, this decline is gradual and closely follows the 30&#xb0;N isolation-curve (for an extended discussion, see <xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>). At Hoti Cave, this precipitation decline is more abrupt (identifiable by change point analysis; <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>) and related to winter rainfall becoming the dominant source of precipitation in northern Oman (<xref ref-type="bibr" rid="B28">Fleitmann et&#x20;al., 2007</xref>). As Hoti Cave provides solid timing on the shifting dominance of winter vs. summer precipitation, the H5 record has been used to define the duration of SAHP 1 and is consistent with the <sup>230</sup>Th ages of Holocene stalagmites from Mukallah Cave (<xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). Whereas the Y99 record indicates SAHP 4 (during MIS 5e) persisted for &#x223c;6.5&#xa0;kyrs, the Hoti Cave composite record indicates SAHP 1 lasted for a shorter period of &#x223c;4&#xa0;kyrs.</p>
<p>These patterns follow established conditions during SAHP 1, which in Southern Arabia are also evidenced by vegetation expansion (<xref ref-type="bibr" rid="B35">Fuchs and Buerkert, 2008</xref>), vegetation that requires adequate precipitation (<xref ref-type="bibr" rid="B66">Parker et&#x20;al., 2004</xref>), and palaeolake and river formation (<xref ref-type="bibr" rid="B26">Farraj and Harvey, 2004</xref>; <xref ref-type="bibr" rid="B76">Preston, 2011</xref>; <xref ref-type="bibr" rid="B8">Berger et&#x20;al., 2012</xref>). Across Arabia, these changes are asynchronous (<xref ref-type="bibr" rid="B77">Preston and Parker, 2013</xref>; <xref ref-type="bibr" rid="B78">Preston et&#x20;al., 2015</xref>), with northern Arabia experiencing a truncated period of increased rainfall compared to the&#x20;south.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>MIS 5e</title>
<p>What do the varied conditions between SAHPs mean for discussions of human populations and climatic extremes? There is a growing body of evidence which relates Pleistocene human movements between Arabia and Africa to periods of enhanced precipitation. Archaeological remains at Jebel Faya were dated to MIS 5e and may evidence the earliest instance of <italic>H. sapiens</italic> in the region (<xref ref-type="bibr" rid="B3">Armitage et&#x20;al., 2011</xref>). Outside of Arabia, MIS 5&#x20;<italic>H. sapiens</italic> fossils uncovered at Skhul, Qafzeh (Israel, <xref ref-type="bibr" rid="B60">Millard, 2008</xref>) and Fuyan Cave (&#x2265;80&#xa0;ka BP, China; <xref ref-type="bibr" rid="B55">Liu et&#x20;al., 2015</xref>) represent some of the earliest instances of Late Pleistocene humans outside of Africa. MIS 5e saw the most intense enhancement of precipitation, highlighting that this period may have been particularly favorable for hominin occupation and dispersal across the Saharo-Arabian deserts (<xref ref-type="bibr" rid="B52">Larrasoa&#xf1;a et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B63">Nicholson et&#x20;al., 2021b</xref>). Such a large increase of precipitation was likely echoed by a greater vegetation response than later SAHPs, as evidenced by Mukallah Cave &#x3b4;<sup>13</sup>C<sub>ca</sub> values (<xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>) and the Jebel Faya phytolith record (<xref ref-type="bibr" rid="B9">Bretzke et&#x20;al., 2013</xref>). It is thus likely that the carrying capacity of the Arabian Peninsula was greater during SAHP 4 compared to subsequent SAHPs, meaning population expansions and/or dispersals could have been rapid (<xref ref-type="bibr" rid="B63">Nicholson et&#x20;al., 2021b</xref>). Additionally, the longer duration of SAHP 4 indicates that &#x201c;green&#x201d; environments were longer-lived than in SAHP 1, offering potentially longer-term occupation of the now arid interior. In this sense, climatic conditions during MIS 5e were at one extreme of Southern Arabia climatic variability and should not be understated as an optimal period for human dispersal.</p>
<p>However, it must be noted that archaeological finds are also dated to MIS 5c, 5a and 3 (<xref ref-type="bibr" rid="B73">Petraglia et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B81">Rose et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B21">Delagnes et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B41">Groucutt et&#x20;al., 2018</xref>). While MIS 5e may therefore be the most extreme period of increased rainfall, other periods were still able to support human populations despite being &#x201c;less favorable&#x201d;. Do these climatic differences suggest that strategies of survival differed between SAHPs (e.g., <xref ref-type="bibr" rid="B10">Bretzke and Conard, 2017</xref>)? Were subsequent dispersals more limited in terms of numbers of people and other animals? What do statistically significant differences in &#x3b4;<sup>18</sup>O<sub>ca</sub> values translate to in terms of annual rainfall differences, as well as spatio-temporal variance on long (e.g., millennial) and short (e.g., annual) timescales? Or were the additional benefits of SAHP 4 compared to other SAHPs simply not that important for human occupation (i.e.,&#x20;humans could make do with less)? Additionally, the presence of <italic>H. sapiens</italic> in Arabia within MIS 3 suggests either occupation throughout the MIS 4 glacial or re-entry despite a &#x201c;drier&#x201d; climate (<xref ref-type="bibr" rid="B3">Armitage et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B21">Delagnes et&#x20;al., 2012</xref>). While these are questions for future research, one message we may take from this is resilience/adaptation despite climatic differences, and that - while the stalagmite record provides useful information on the timing of major climate changes and major <italic>H. sapiens</italic> biogeographic shifts - providing a climatic &#x201c;bench-mark&#x201d; for Late Pleistocene occupations from the stalagmite record is too deterministic and overlooks taphonomical biases and dating uncertainties within the archaeological record.</p>
<p>One thing that is perhaps clearer is that the termination of these wet periods saw a substantial change in environmental conditions. The termination of SAHP 4 likely meant annual rainfall declined to &#x3c;300&#xa0;mm&#xa0;yr<sup>&#x2212;1</sup> and was echoed by a decline in vegetation resources. In terms of the &#x201c;lived&#x201d; experiences of humans, such a decline would have likely required a shift in survival strategies (<xref ref-type="bibr" rid="B63">Nicholson et&#x20;al., 2021b</xref>). This may have included increased home-range foraging size and mobility patterns, retraction to high-resource retaining areas (such as the Yemeni Highlands; <xref ref-type="bibr" rid="B21">Delagnes et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Delagnes et&#x20;al., 2013</xref>) or in some cases dispersal out of Arabia (<xref ref-type="bibr" rid="B63">Nicholson et&#x20;al., 2021b</xref>). Such responses to declining precipitation were also likely variable and not simplistic. Recent archaeological finds in Northern Arabia hint at techno-cultural continuity between Mid-Pleistocene wetter phases (<xref ref-type="bibr" rid="B85">Scerri et&#x20;al., 2021</xref>), perhaps suggesting human resilience to increasingly unfavorable climatic conditions.</p>
</sec>
<sec id="s4-2">
<title>Early-Mid Holocene</title>
<p>The key precipitation changes during the HHP/SAHP 1 of gradual intensification of summer precipitation (&#x223c;10.6&#x2013;9.4&#xa0;ka BP) that only declines following &#x223c;6.2&#xa0;ka BP, and temporarily during the 9.2-kyr and 8.2-kyr events (<xref ref-type="bibr" rid="B33">Fleitmann et&#x20;al., 2008</xref>), influenced humans and communities living in Arabia (for full summaries, see <xref ref-type="bibr" rid="B67">Parker et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B36">Goudie and Parker, 2010</xref>; <xref ref-type="bibr" rid="B40">Groucutt et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B74">Petraglia et&#x20;al., 2020</xref>).</p>
<p>When compared to MIS 5e however, precipitation increases and associated vegetation response were less intense (<xref ref-type="bibr" rid="B31">Fleitmann et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B9">Bretzke et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B64">Nicholson et&#x20;al., 2020</xref>). Despite this, and similar to MIS 5c, 5a and 3 (see above), there remains archaeological evidence for human occupation. Mustatils appear in northern Arabia from 9.2&#xa0;ka BP (<xref ref-type="bibr" rid="B48">Kennedy, 2017</xref>; <xref ref-type="bibr" rid="B44">Guagnin et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Thomas et&#x20;al., 2021</xref>), and desert kites are evidenced in Jordan from 10&#xa0;ka BP (<xref ref-type="bibr" rid="B1">Al Khasawneh et&#x20;al., 2019</xref>). In southern Arabia, occupation of Jebel Qara took place &#x223c;10.5&#x2013;9.5&#xa0;ka BP (<xref ref-type="bibr" rid="B19">Cremaschi et&#x20;al., 2015</xref>), pastoralism is evidenced by 8.0&#xa0;ka BP (<xref ref-type="bibr" rid="B23">Drechsler, 2007</xref>; <xref ref-type="bibr" rid="B22">Drechsler, 2009</xref>; <xref ref-type="bibr" rid="B57">Martin et&#x20;al., 2009</xref>), graves are attested 7.2&#x2013;6.0&#xa0;ka BP (<xref ref-type="bibr" rid="B49">Kiesewetter, 2006</xref>) and monumental stone platforms are evidenced 6.4&#xa0;ka BP (<xref ref-type="bibr" rid="B59">McCorriston et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B56">Magee, 2014</xref>).</p>
<p>Reduced rainfall following &#x223c;6.2&#xa0;ka BP led to a temporary end of Neolithic herding in the desert interiors, shrinking population numbers, and migration to areas with greater ecological diversity, perhaps suggesting a minimum amount of precipitation is required for human occupation in these marginal environments (<xref ref-type="bibr" rid="B93">Uerpmann, 1992</xref>; <xref ref-type="bibr" rid="B98">Vogt, 1994</xref>; <xref ref-type="bibr" rid="B94">Uerpmann, 2002</xref>; <xref ref-type="bibr" rid="B75">Potts et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B36">Goudie and Parker, 2010</xref>). However, human communities returned to the interior of Southern Arabia from &#x223c;5.2&#xa0;ka BP without amelioration of climate, which even aridified further; varied occupation continues until the modern day (<xref ref-type="bibr" rid="B56">Magee, 2014</xref>; <xref ref-type="bibr" rid="B74">Petraglia et&#x20;al., 2020</xref>). Therefore, it seems likely that drier climates create challenges for human populations, but these can be overcome by technological (e.g., mustatils, pottery, water management; camels domestication) and strategic (e.g., mobility, pastoralism) adaptations (<xref ref-type="bibr" rid="B74">Petraglia et&#x20;al., 2020</xref>).</p>
<p>Finally, stability and variance of precipitation (which can be hard to detect in palaeoclimate records) may have been more influential to humans than long-term changes in amounts (<xref ref-type="bibr" rid="B92">Thornton et&#x20;al., 2014</xref>). A temporary transition to herding practices occurred in some parts of Arabia during the 8.2&#xa0;ka event (<xref ref-type="bibr" rid="B22">Drechsler, 2009</xref>; <xref ref-type="bibr" rid="B18">Crassard and Drechsler, 2013</xref>), whilst more positive &#x3b4;<sup>18</sup>O<sub>ca</sub> values (drier conditions) are observed at Hoti cave (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). Conversely, <xref ref-type="bibr" rid="B19">Cremaschi et&#x20;al. (2015)</xref> suggested that&#x2014;although increasing precipitation &#x223c;10.5&#x2013;9.5&#xa0;ka BP facilitated occupation&#x2014;overly &#x201c;wet&#x201d; landscapes at Jebel Qara after 9.5&#xa0;ka BP led to site abandonment and a preference for coastal settings, hinting at the varied human responses to fluctuating climatic conditions.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Overall, when compared to other periods, stalagmite climate records indicate that the African and Indian Summer Monsoons were most intense during MIS 5e, which was one extreme of climatic variability in the last 130&#xa0;kyrs. This was likely an important period for the dispersal of <italic>H. sapiens</italic> from Africa, as well as occupation in the now desert interiors of Arabia, and the subsequent decline back to more arid conditions likely impacted survival strategies in Southern Arabia. A comparably weaker intensification of precipitation (yet long-term trends are comparable) occurred during the Early Holocene. The expansion of human populations into the now arid interior was similar to MIS 5e but the responses to climatic variability and subsequent aridification differed. We emphasize that evidence for human occupation during all periods of insolation maxima, and the varying climates of these drier periods, highlights human resilience/adaptation despite climatic differences and mitigates against a simplistic narrative. Future research will benefit from the addition of climate/environmental proxies (trace-element and perhaps aDNA), increased surveys to advance the spatial-temporal coverage of the speleothem record and development of continuous climate records for SAHP 3 and 2. Understanding the shifting survival strategies in the context of declining rainfall and aridification, as Arabia transitioned from one extreme to another, will be of key importance to future debates of <italic>H. sapiens</italic> biogeography, behavioral flexibility, and both past and future climate-induced socio-political change.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author Contributions</title>
<p>SLN acted as primary author for the article, conceptualizing the manuscript, producing the initial draft and figures and ongoing editing of the manuscript. MJ acted as secondary author, assisting with the initial draft, and editing of the manuscript. RH and DF supervised and edited the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the AHRC South, West and Wales Doctoral Training Partnership (Grant AH/L503939/1) the Swiss National Science Foundation (Grant PP002-110554/1 to&#x20;DF).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<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>We thank two reviewers for their constructive feedback on our manuscript.</p>
</ack>
<sec id="s10">
<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.2021.749488/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2021.749488/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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