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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">864809</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.864809</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Variability of Marine Methane Bubble Emissions on the Clayoquot Slope, Offshore Vancouver Island, Between 2017 and 2021</article-title>
<alt-title alt-title-type="left-running-head">Marcon et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Variability of Methane Emissions (2017&#x2013;2021)</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Marcon</surname>
<given-names>Yann</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/1620536/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>R&#xf6;mer</surname>
<given-names>Miriam</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/788658/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Scherwath</surname>
<given-names>Martin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/858454/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Riedel</surname>
<given-names>Michael</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/924207/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>D&#xf8;lven</surname>
<given-names>Knut Ola</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1671202/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Heesemann</surname>
<given-names>Martin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/920401/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>MARUM Center for Marine Environmental Research and Department of Geosciences</institution>, <institution>University of Bremen</institution>, <addr-line>Bremen</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Ocean Networks Canada</institution>, <institution>University of Victoria</institution>, <addr-line>Victoria</addr-line>, <addr-line>BC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>GEOMAR Helmholtz Centre for Ocean Research</institution>, <addr-line>Kiel</addr-line>, <country>Germany</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Centre for Arctic Gas Hydrate</institution>, <institution>Environment and Climate</institution>, <institution>UiT The Arctic University of Norway</institution>, <addr-line>Troms&#xf8;</addr-line>, <country>Norway</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/1245880/overview">Katrien Van Landeghem</ext-link>, Bangor University, United&#x20;Kingdom</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/1661157/overview">Alan Judd</ext-link>, RETIRED, United&#x20;Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1338934/overview">Jianghui Li</ext-link>, University of Southampton, United&#x20;Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yann Marcon, <email>ymarcon@marum.de</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Marine Geoscience, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>864809</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Marcon, R&#xf6;mer, Scherwath, Riedel, D&#xf8;lven and Heesemann.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Marcon, R&#xf6;mer, Scherwath, Riedel, D&#xf8;lven and Heesemann</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>Seabed methane gas emissions occur worldwide at cold seeps located along most continental margins. Fluxes of methane gas released from the seabed in the form of bubbles can be extremely variable even over short time intervals. Some factors controlling the variability are still poorly understood. Here, we report on the results of continuous long-term sonar monitoring of bubble emissions at a depth of 1,260&#xa0;m on the Clayoquot Slope, northern Cascadia margin. With a total monitoring duration of 4&#xa0;years and a sampling period of 1&#xa0;h, this is by far the longest high temporal resolution monitoring of seabed methane gas release ever conducted. Our results provide evidence that the diurnal and semi-diurnal tides influence the timing of the onset and cessation of bubble emissions. However, gas emissions within the monitoring area are active more than 84% of the time, indicating that tides alone are not sufficient to make venting pause. We hypothesize that the gas fluxes are transient but generally sufficiently high to maintain ebullition independently of the tidally-induced bottom pressure variations. Results also show that the tides do not seem to modulate the vigor of active gas emissions.</p>
</abstract>
<kwd-group>
<kwd>methane</kwd>
<kwd>gas emissions</kwd>
<kwd>seep</kwd>
<kwd>bubble plume</kwd>
<kwd>cascadia margin</kwd>
<kwd>multibeam</kwd>
<kwd>cabled observatory</kwd>
<kwd>long-term monitoring</kwd>
</kwd-group>
<contract-num rid="cn001">03F0854A</contract-num>
<contract-sponsor id="cn001">Bundesministerium f&#xfc;r Bildung und Forschung<named-content content-type="fundref-id">10.13039/501100002347</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Canada Foundation for Innovation<named-content content-type="fundref-id">10.13039/501100000196</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Transport Canada<named-content content-type="fundref-id">10.13039/100014615</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Fisheries and Oceans Canada<named-content content-type="fundref-id">10.13039/501100000041</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Natural marine gas emissions have been reported at numerous regions along ocean continental margins across the globe (<xref ref-type="bibr" rid="B8">Fleischer et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B27">Mazurenko and Soloviev, 2003</xref>; <xref ref-type="bibr" rid="B34">Phrampus et&#x20;al., 2020</xref>), representing areas where hydrocarbons from the sediments enter the hydrosphere. A better understanding of gas bubble fluxes &#x2013; consisting mainly of methane &#x2013; is important to determine the global inventory of carbon in marine sediments (<xref ref-type="bibr" rid="B19">Klauda and Sandler, 2005</xref>; <xref ref-type="bibr" rid="B57">Wallmann et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B43">Ruppel and Kessler, 2017</xref>) and to discern processes related to ocean chemistry and biology (<xref ref-type="bibr" rid="B56">Wallmann et&#x20;al., 2006</xref>). An increasing number of studies focus on the quantification of gas released from the seafloor to the hydrosphere and to the atmosphere. These studies often use short-term observations acquired during research expeditions, which are limited in documenting spatial and temporal variability. In fact, various studies (e.g. <xref ref-type="bibr" rid="B53">Tryon et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B4">Boles et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B55">Varadharajan and Hemond, 2012</xref>; <xref ref-type="bibr" rid="B18">Kannberg et&#x20;al., 2013</xref>) have shown the highly transient nature of gas emissions in a wide range of time scales. Repeated measurements during research expeditions are limited in detecting changes over time, as the speed and dynamic range of observed changes remain unknown. Continuous long-term observations of seep systems are needed to better understand these dynamic environments (<xref ref-type="bibr" rid="B49">Suess et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B12">Heeschen et&#x20;al., 2003</xref>). To date, the most advanced and effective way to continuously monitor the seafloor is through permanent seafloor observatories that provide high power and data bandwidth to the deep sea, allowing for the operation of various experiments in addition to optimizing recording parameters in reaction to seafloor events (<xref ref-type="bibr" rid="B2">Barnes et&#x20;al., 2011</xref>). Ocean Networks Canada has been operating cabled observatories since 2006 and has been providing continuous data from the northern Cascadia continental margin since 2009. Using real-time data from NEPTUNE observatory&#x2019;s widely distributed sensor networks (<xref ref-type="bibr" rid="B2">Barnes et&#x20;al., 2011</xref>), the scientific community is able to investigate the dynamic changes of seep environments along this margin (<xref ref-type="bibr" rid="B46">Scherwath et&#x20;al., 2019</xref>).</p>
<p>The northern Cascadia continental margin offshore Vancouver Island lies along the subduction zone of the Juan de Fuca Plate. The sediments deposited on the incoming oceanic crust are accreted and progressively folded and faulted, forming elongated anticlinal ridges up to 700&#xa0;m in height (<xref ref-type="bibr" rid="B6">Davis and Hyndman, 1989</xref>). The occurrence of seafloor seepage and mud volcanism is typical at accretionary margins, as the degradation of organic matter often leads to high amounts of light hydrocarbons in the sediments within the prism, and fluid flux, driven by buoyancy, may be facilitated by tectonic forces during the accretion process (<xref ref-type="bibr" rid="B20">Kopf, 2002</xref>; <xref ref-type="bibr" rid="B59">Z&#xfc;hlsdorff and Spie&#xdf;, 2004</xref>; <xref ref-type="bibr" rid="B17">Judd and Hovland, 2007</xref>; <xref ref-type="bibr" rid="B50">Suess, 2010</xref>). The Cascadia accretionary prism, however, is seismically locked (<xref ref-type="bibr" rid="B14">Hyndman and Wang, 1993</xref>; <xref ref-type="bibr" rid="B30">Obana et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B28">McGuire et&#x20;al., 2018</xref>) and almost no seafloor motion is observed (<xref ref-type="bibr" rid="B48">Stone et&#x20;al., 2018</xref>). There are several known areas of seepage along the Cascadia continental margin (<xref ref-type="bibr" rid="B39">Riedel et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B46">Scherwath et&#x20;al., 2019</xref>) including the seep area at Clayoquot Slope, investigated in this study. Several studies focused on quantification and variability of fluid fluxes released along this margin (e.g. <xref ref-type="bibr" rid="B12">Heeschen et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B18">Kannberg et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B11">Hautala et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B15">Johnson et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Philip et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B39">Riedel et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B26">Marcon et&#x20;al., 2021</xref>). However, most of these studies are based on small-scale or short-term observations. Long-term variations of fluid fluxes over seasonal timespans or over decades are still widely unknown.</p>
<p>The Clayoquot Slope is part of the accretionary prism off Vancouver Island, BC, and located at a mid-slope basin in about 1,260&#xa0;m water depth, and approximately 20&#xa0;km landward of the deformation front. It hosts several gas emission sites characterized by various concentrations of gas in the sediments. In this work, we study a zone called Gastown Alley, a SW-NE elongated seep zone defined by several aligned flares (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). Gastown Alley extends for about 400&#x2013;500&#xa0;m from the Bullseye Vent area (a seafloor depression with shallow gas accumulations and hydrate occurrences surrounded by thin carbonate crusts) towards the Bubbly Gulch vents (a slope failure with strong gas ebullition from exposed sedimentary layers) (<xref ref-type="bibr" rid="B37">Riedel et&#x20;al., 2006a</xref>, <xref ref-type="bibr" rid="B38">2006b</xref>; <xref ref-type="bibr" rid="B22">Lapham et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B32">Paull et&#x20;al., 2015</xref>). Gas and/or hydrate accumulations at Gastown Alley are located deeper than at Bullseye Vent and occur about 20&#xa0;mbsf (<xref ref-type="bibr" rid="B37">Riedel et&#x20;al., 2006a</xref>, <xref ref-type="bibr" rid="B38">2006b</xref>; <xref ref-type="bibr" rid="B58">Willoughby et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). However, gas venting was detected at Gastown Alley but not at Bullseye Vent, where carbonate and/or hydrate capping of the sediments likely prevents ebullition at the seabed. Methane hydrates are occurring at the Bullseye Vent depression close to the seafloor down to at least 40 mbsf (<xref ref-type="bibr" rid="B37">Riedel et&#x20;al., 2006a</xref>) but were not encountered in the shallow sub-seafloor outside of the depression. The presence of gas hydrates below Gastown Alley has not been confirmed. Gastown Alley lies well within the gas hydrate stability zone and gas hydrates should be expected to be stable. However, the sulfate-methane interface (SMI), above which gas hydrates cannot form (<xref ref-type="bibr" rid="B31">Paull et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B3">Bhatnagar et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B35">Riedel and Collett, 2017</xref>), is located about six to eight mbsf at Gastown Alley (<xref ref-type="bibr" rid="B47">Solem et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B38">Riedel et&#x20;al., 2006b</xref>). At Bubbly Gulch, hydrates were encountered within 30&#xa0;cm of the seafloor right at the seepage zone but were absent in the sediments around it (<xref ref-type="bibr" rid="B32">Paull et&#x20;al., 2015</xref>).</p>
<p>A year-long acoustic monitoring of gas ebullition in an area located close to Bubbly Gulch (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) between July 2012 and July 2013 showed that decreasing bottom pressures during falling tides facilitated the gas migration in the sediments and the onset of gas ebullition at the seabed (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). Three gas ebullition phases, each lasting several months, were observed: phases 1 and 3 were characterized by transient gas release, whereas phase two was characterized by intense ongoing gas release. These three phases were postulated to be caused by variable gas supply rates in the subsurface. The study also found no link between the gas emissions variability (both short-term variations and activity phases) and the seismicity, the wave height variations or the seasonal oceanographic variability.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Top: location map showing Gastown Alley in relation to Vancouver Island and the subduction front. Bathymetry data from <xref ref-type="bibr" rid="B10">GEBCO Compilation Group (2021)</xref>. Bottom: overview map showing the location of the cabled instruments used in this work and the main seep areas in the vicinity of Gastown Alley. The rotary sonar used by <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al. (2016)</xref> for the 2012-2013 monitoring is also shown. The grey circles have a radius of 100&#xa0;m and delineate the monitoring areas of the sonars. Bathymetry data from AUV D. Allan B. (MBARI).</p>
</caption>
<graphic xlink:href="feart-10-864809-g001.tif"/>
</fig>
<p>Using long-term acoustic monitoring we expand on previous work and now offer a 4&#xa0;years long timeseries of data to address important questions on the variability of gas venting. In particular, we look into the role of tides on the timing and intensity of gas emissions, investigate if there are seasonal variations in bubble release over the 4&#xa0;years of observations, or if other drivers can also be identified that explain the observed variability.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Sonar Monitoring</title>
<p>Active bubble emissions were monitored with a 360&#xb0; rotating multibeam echosounder located on the seabed and operated through the Ocean Networks Canada&#x2019;s NEPTUNE deep-sea cabled observatory (Link to multibeam rotary sonar: <ext-link ext-link-type="uri" xlink:href="https://www.oceannetworks.ca/observatories/infrastructure/devices-sensors/33">https://www.oceannetworks.ca/observatories/infrastructure/devices-sensors/33</ext-link>). The echosounder (Imagenex 837B Delta-T, 260&#xa0;kHz) swath was oriented vertically as described by <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al. (2016)</xref> and had a detection range of 100&#xa0;m, allowing it to monitor a circular area of at least 31,000&#xa0;m<sup>2</sup> (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). For each sample within the acoustic beam, the sonar records the amplitude of the backscattered pressure wave (analog signal) as a quantized 8-bit integer value referred to as &#x2018;magnitude&#x2019; (digital signal). The sonar magnitude data also include a time-varying gain correction aimed at accounting for distance-related transmission losses (geometrical spreading of sound energy and sound attenuation in water). We analyzed hourly 360&#xb0; scans of the water column acquired from 22 June 2017 to 30 May 2021, totaling 33,650 scans over nearly 4&#xa0;years. Acoustic flares (anomalies caused by the presence of streams of bubbles rising through the water column) were detected from the raw sonar data using the MCubed-Viewer program (<xref ref-type="bibr" rid="B25">Marcon et&#x20;al., 2019</xref>). For each scan, the processed data outputs include the number, location and mean backscatter magnitude of flares detected by the program. In this work we assume that the flare mean magnitude reflects the bubble flux, that is, that a low/high magnitude represents a reduced/elevated bubble flux, respectively. However, the relation between magnitude and bubble flux is not linear. Hence, it is not possible to quantify gas fluxes with this system, as this would require to calibrate the sonar and measure the sizes and rise speeds of the bubbles within the plumes.</p>
<p>For each consecutive scan the status of the venting activity was classified in one of four categories: start (scan <italic>k-1</italic> is inactive, scan <italic>k</italic> is active), active (scan <italic>k-1</italic> is active, scan <italic>k</italic> is active), stop (scan <italic>k-1</italic> is active, scan <italic>k</italic> is inactive), inactive (scan <italic>k-1</italic> is inactive, scan <italic>k</italic> is inactive). Non-consecutive scans, that is, the first scan following each data gap (when one or more scans were missing between two scans), were classified as either &#x201c;active&#x201d; or &#x201c;inactive&#x201d; to prevent introducing bias if the status of the venting activity were to change during the data gap. Furthermore, visual inspection of the sonar scans showed that the automated flare detection is not infallible and failed to detect small flares in certain instances (&#x201c;false non-detections&#x201d;). Hence, inactive times shorter than 2&#xa0;h were ignored for the analyses to exclude erroneous start and stop events that otherwise would have been caused by the false non-detections.</p>
</sec>
<sec id="s2-2">
<title>Bottom Pressure</title>
<p>Bottom pressure was measured by a bottom pressure recorder (BPR) located about 140&#xa0;m northwest of the sonar instrument (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) and operated by the ONC&#x2019;s NEPTUNE observatory (Link to BPR instrument: <ext-link ext-link-type="uri" xlink:href="https://www.oceannetworks.ca/observatories/infrastructure/device-listing/22503">https://www.oceannetworks.ca/observatories/infrastructure/device-listing/22503</ext-link>). The BPR recorded the bottom pressure at a 1&#xa0;Hz frequency over the entire monitoring period of the multibeam rotary sonar. A spectrogram was computed from the 1&#xa0;Hz BPR data to identify intervals of strong short-period frequency components caused by increased wave heights during seasonal winter storms (<xref ref-type="bibr" rid="B5">Davis and Heesemann, 2015</xref>; <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). To identify longer-period forcing, we used a 10&#xa0;min moving average to exclude the high-frequency noise from the data. For ease of reading, the pressure data are presented in decibars (dbar) as one dbar is approximately equivalent to 1&#xa0;m of water column.</p>
</sec>
<sec id="s2-3">
<title>Bottom Currents</title>
<p>The bottom current velocity data used in this work were recorded from 14 June 2017 to 30 June 2018 and from 16 September 2020 to 31 May 2021 by an upward-looking acoustic Doppler current profiler (RDI Workhorse Long Ranger ADCP 75&#xa0;kHz) located approximately 110&#xa0;m northwest of the sonar (Link to ADCP instrument: <ext-link ext-link-type="uri" xlink:href="https://www.oceannetworks.ca/observatories/infrastructure/device-listing/12108">https://www.oceannetworks.ca/observatories/infrastructure/device-listing/12108</ext-link>). The data for the northward, eastward and upward current velocities were down-sampled into 5&#xa0;min bins and aggregated by their mean. Bottom current directions were computed from the eastward and northward current velocities.</p>
</sec>
<sec id="s2-4">
<title>Bottom Temperature</title>
<p>Bottom temperature was measured by a CTD probe located about 115&#xa0;m northwest of the sonar instrument (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) and operated by the ONC&#x2019;s NEPTUNE observatory (Link to CTD instrument: <ext-link ext-link-type="uri" xlink:href="https://www.oceannetworks.ca/observatories/infrastructure/device-listing/23029">https://www.oceannetworks.ca/observatories/infrastructure/device-listing/23029</ext-link>). The CTD recorded the bottom temperature at a 1&#xa0;Hz frequency over the entire monitoring period of the multibeam rotary sonar. The 10&#xa0;min moving average data were&#x20;used.</p>
</sec>
<sec id="s2-5">
<title>Spectral Analyses</title>
<p>The dominant periodicities making up the sonar data timeseries were identified by computing discrete Fourier spectra of the timeseries. Before applying the discrete Fourier transform (DFT) to the time-domain data, the DC component (average backscatter value over the full timeseries) was removed, the data gaps were padded with zeros, and a Hamming window was applied to the data. Due to the hourly sampling period (Ts &#x3d; 1&#xa0;h) of the sonar, periodic variations of the gas ebullition with periods shorter than 2&#xa0;h (Nyquist frequency) cannot be identified. The results of the spectral analyses are presented in the form of spectrograms (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>), which show the frequency spectrum of the timeseries as it varies with time, and power spectral density plots (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref> and <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>), which show the distribution of the timeseries power across frequency. For readability, the frequency axes are labeled in cycles per day (cpd).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Top: spectrogram showing the dominant frequencies (bright colors) present in the sonar magnitude data over time. The two horizontal dashed lines show the locations of the diurnal (lower line) and semi-diurnal (upper line) tidal frequencies. Bottom: timeseries of the sonar magnitude data (without DC component). Magnitude data are dimensionless. The diurnal and semi-diurnal tidal frequencies are the dominant frequency constituents of the sonar data indicating a tidal influence on the gas emissions. However, the tidal frequencies are not continuously detectable in the sonar data indicating that the strength of the tidal influence varies over time. Intervals when venting is frequently interrupted coincide with intervals of strong tidal influence (green boxes). By contrast, tidal influence is low at times when venting is continuously active and rarely stops (red boxes).</p>
</caption>
<graphic xlink:href="feart-10-864809-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Left: timeseries of mean backscatter for 2&#xa0;months of continuous venting (August 2017 and April 2020) and 1&#xa0;month of discontinuous venting (June 2018). Magnitude data are dimensionless. Right: Corresponding power spectral density plots. For readability, the diurnal (O1 and K1) and semi-diurnal (M2, N2, and S2) harmonic constituents of the local tides are reported at the top of each plot. The diurnal and semi-diurnal tidal frequencies are clearly present in the sonar data when venting is discontinuous (green ellipses) but either absent or hardly detectable when venting is continuous (red ellipses).</p>
</caption>
<graphic xlink:href="feart-10-864809-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Top: binary timeseries plot indicating the status of the venting activity (1: active, 0: inactive). The (near) vertical black lines indicate a change of state (active to inactive or inactive to active). Note the nearly continuous horizontal black line next to the one tick value, which indicates that the venting was active over most (&#x3e;84%) of the monitoring period. Bottom: power spectral density plot of the binary timeseries. For readability, the diurnal (O1 and K1) and semi-diurnal (M2, N2, and S2) harmonic constituents of the local tide are reported at the top of the plot. The tidal frequencies are strongly present in the data demonstrating that tidal cycles have an influence on the timing of the gas emissions.</p>
</caption>
<graphic xlink:href="feart-10-864809-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>Flares were detected in 28,430 out of 33,650 scans, that is, at least 84% of the monitoring period (22 June 2017 to 30 May 2021). Times of inactivity of gas emissions (hereafter referred to as &#x201c;inactive times&#x201d;) were non-uniformly distributed throughout the monitoring period. Some months contained numerous inactive times &#x2013; up to 43 stop-and-start events in March and June 2018, accounting for almost 50% of inactivity &#x2013; whereas other months had no inactive time at all (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Percentages of activity and inactivity of gas emissions and numbers of gas emission activations (start) and cessations (stop) for each month from 22 June 2017 until 30 May 2021. The monthly percentages of missing hourly sonar scans (data gaps) are also given. The high percentages of data gaps in June 2017 and June 2020 are due to the fact that the monitoring period started on 22 June 2017 and that maintenance work was conducted on the sonar in June 2020. The activity/inactivity percentages ignore data&#x20;gaps.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Year-month</th>
<th align="center">Active (%)</th>
<th align="center">Inactive (%)</th>
<th align="center">Start/Stop (counts)</th>
<th align="center">Data gaps (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">2017-06</td>
<td align="char" char=".">86.6</td>
<td align="char" char=".">13.4</td>
<td align="char" char="/">3/4</td>
<td align="char" char=".">70.0</td>
</tr>
<tr>
<td align="left">2017-07</td>
<td align="char" char=".">82.8</td>
<td align="char" char=".">17.2</td>
<td align="char" char="/">16/15</td>
<td align="char" char=".">7.1</td>
</tr>
<tr>
<td align="left">2017-08</td>
<td align="char" char=".">100.0</td>
<td align="char" char=".">0.0</td>
<td align="char" char="/">0/0</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2017-09</td>
<td align="char" char=".">80.5</td>
<td align="char" char=".">19.5</td>
<td align="char" char="/">23/23</td>
<td align="char" char=".">0.3</td>
</tr>
<tr>
<td align="left">2017-10</td>
<td align="char" char=".">93.8</td>
<td align="char" char=".">6.2</td>
<td align="char" char="/">8/7</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2017-11</td>
<td align="char" char=".">96.4</td>
<td align="char" char=".">3.6</td>
<td align="char" char="/">5/5</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2017-12</td>
<td align="char" char=".">90.3</td>
<td align="char" char=".">9.7</td>
<td align="char" char="/">14/14</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-01</td>
<td align="char" char=".">91.0</td>
<td align="char" char=".">9.0</td>
<td align="char" char="/">12/12</td>
<td align="char" char=".">0.1</td>
</tr>
<tr>
<td align="left">2018-02</td>
<td align="char" char=".">89.3</td>
<td align="char" char=".">10.7</td>
<td align="char" char="/">12/12</td>
<td align="char" char=".">0.1</td>
</tr>
<tr>
<td align="left">2018-03</td>
<td align="char" char=".">54.4</td>
<td align="char" char=".">45.6</td>
<td align="char" char="/">42/43</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-04</td>
<td align="char" char=".">67.7</td>
<td align="char" char=".">32.3</td>
<td align="char" char="/">30/29</td>
<td align="char" char=".">0.1</td>
</tr>
<tr>
<td align="left">2018-05</td>
<td align="char" char=".">75.3</td>
<td align="char" char=".">24.7</td>
<td align="char" char="/">24/23</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-06</td>
<td align="char" char=".">50.7</td>
<td align="char" char=".">49.3</td>
<td align="char" char="/">41/42</td>
<td align="char" char=".">0.8</td>
</tr>
<tr>
<td align="left">2018-07</td>
<td align="char" char=".">76.2</td>
<td align="char" char=".">23.8</td>
<td align="char" char="/">22/22</td>
<td align="char" char=".">0.4</td>
</tr>
<tr>
<td align="left">2018-08</td>
<td align="char" char=".">99.5</td>
<td align="char" char=".">0.5</td>
<td align="char" char="/">1/1</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-09</td>
<td align="char" char=".">97.6</td>
<td align="char" char=".">2.4</td>
<td align="char" char="/">4/4</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-10</td>
<td align="char" char=".">92.3</td>
<td align="char" char=".">7.7</td>
<td align="char" char="/">8/8</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-11</td>
<td align="char" char=".">85.6</td>
<td align="char" char=".">14.4</td>
<td align="char" char="/">23/23</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2018-12</td>
<td align="char" char=".">97.3</td>
<td align="char" char=".">2.7</td>
<td align="char" char="/">5/4</td>
<td align="char" char=".">14.2</td>
</tr>
<tr>
<td align="left">2019-01</td>
<td align="char" char=".">99.1</td>
<td align="char" char=".">0.9</td>
<td align="char" char="/">2/2</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2019-02</td>
<td align="char" char=".">98.8</td>
<td align="char" char=".">1.2</td>
<td align="char" char="/">2/2</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2019-03</td>
<td align="char" char=".">98.1</td>
<td align="char" char=".">1.9</td>
<td align="char" char="/">4/4</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2019-04</td>
<td align="char" char=".">91.9</td>
<td align="char" char=".">8.1</td>
<td align="char" char="/">10/10</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2019-05</td>
<td align="char" char=".">96.0</td>
<td align="char" char=".">4.0</td>
<td align="char" char="/">6/6</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2019-06</td>
<td align="char" char=".">86.0</td>
<td align="char" char=".">14.0</td>
<td align="char" char="/">13/13</td>
<td align="char" char=".">0.1</td>
</tr>
<tr>
<td align="left">2019-07</td>
<td align="char" char=".">93.1</td>
<td align="char" char=".">6.9</td>
<td align="char" char="/">9/9</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2019-08</td>
<td align="char" char=".">85.5</td>
<td align="char" char=".">14.5</td>
<td align="char" char="/">19/18</td>
<td align="char" char=".">3.8</td>
</tr>
<tr>
<td align="left">2019-09</td>
<td align="char" char=".">84.4</td>
<td align="char" char=".">15.6</td>
<td align="char" char="/">23/23</td>
<td align="char" char=".">1.3</td>
</tr>
<tr>
<td align="left">2019-10</td>
<td align="char" char=".">80.8</td>
<td align="char" char=".">19.2</td>
<td align="char" char="/">29/30</td>
<td align="char" char=".">0.7</td>
</tr>
<tr>
<td align="left">2019-11</td>
<td align="char" char=".">61.5</td>
<td align="char" char=".">38.5</td>
<td align="char" char="/">36/36</td>
<td align="char" char=".">0.1</td>
</tr>
<tr>
<td align="left">2019-12</td>
<td align="char" char=".">60.7</td>
<td align="char" char=".">39.3</td>
<td align="char" char="/">19/18</td>
<td align="char" char=".">3.2</td>
</tr>
<tr>
<td align="left">2020-01</td>
<td align="char" char=".">98.9</td>
<td align="char" char=".">1.1</td>
<td align="char" char="/">2/2</td>
<td align="char" char=".">0.8</td>
</tr>
<tr>
<td align="left">2020-02</td>
<td align="char" char=".">97.7</td>
<td align="char" char=".">2.3</td>
<td align="char" char="/">3/3</td>
<td align="char" char=".">1.3</td>
</tr>
<tr>
<td align="left">2020-03</td>
<td align="char" char=".">98.5</td>
<td align="char" char=".">1.5</td>
<td align="char" char="/">2/2</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2020-04</td>
<td align="char" char=".">100.0</td>
<td align="char" char=".">0.0</td>
<td align="char" char="/">0/0</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2020-05</td>
<td align="char" char=".">97.7</td>
<td align="char" char=".">2.3</td>
<td align="char" char="/">3/3</td>
<td align="char" char=".">0.7</td>
</tr>
<tr>
<td align="left">2020-06</td>
<td align="char" char=".">97.6</td>
<td align="char" char=".">2.4</td>
<td align="char" char="/">3/3</td>
<td align="char" char=".">42.9</td>
</tr>
<tr>
<td align="left">2020-07</td>
<td align="char" char=".">75.4</td>
<td align="char" char=".">24.6</td>
<td align="char" char="/">28/28</td>
<td align="char" char=".">2.7</td>
</tr>
<tr>
<td align="left">2020-08</td>
<td align="char" char=".">89.1</td>
<td align="char" char=".">10.9</td>
<td align="char" char="/">14/14</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2020-09</td>
<td align="char" char=".">83.9</td>
<td align="char" char=".">16.1</td>
<td align="char" char="/">19/19</td>
<td align="char" char=".">5.7</td>
</tr>
<tr>
<td align="left">2020-10</td>
<td align="char" char=".">99.6</td>
<td align="char" char=".">0.4</td>
<td align="char" char="/">1/1</td>
<td align="char" char=".">1.5</td>
</tr>
<tr>
<td align="left">2020-11</td>
<td align="char" char=".">98.5</td>
<td align="char" char=".">1.5</td>
<td align="char" char="/">3/3</td>
<td align="char" char=".">0.0</td>
</tr>
<tr>
<td align="left">2020-12</td>
<td align="char" char=".">98.2</td>
<td align="char" char=".">1.8</td>
<td align="char" char="/">4/4</td>
<td align="char" char=".">5.2</td>
</tr>
<tr>
<td align="left">2021-01</td>
<td align="char" char=".">83.8</td>
<td align="char" char=".">16.2</td>
<td align="char" char="/">25/24</td>
<td align="char" char=".">0.1</td>
</tr>
<tr>
<td align="left">2021-02</td>
<td align="char" char=".">77.4</td>
<td align="char" char=".">22.6</td>
<td align="char" char="/">23/25</td>
<td align="char" char=".">5.4</td>
</tr>
<tr>
<td align="left">2021-03</td>
<td align="char" char=".">76.4</td>
<td align="char" char=".">23.6</td>
<td align="char" char="/">34/32</td>
<td align="char" char=".">2.0</td>
</tr>
<tr>
<td align="left">2021-04</td>
<td align="char" char=".">87.5</td>
<td align="char" char=".">12.5</td>
<td align="char" char="/">11/11</td>
<td align="char" char=".">21.0</td>
</tr>
<tr>
<td align="left">2021-05</td>
<td align="char" char=".">79.8</td>
<td align="char" char=".">20.2</td>
<td align="char" char="/">21/22</td>
<td align="char" char=".">3.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Frequency analyses of the mean backscatter of detected flares show that the timeseries contains diurnal and semi-diurnal constituents corresponding to those of the local mixed tide regime (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>), suggesting a tidal influence on the gas emissions. The local mixed tide is defined by two tidal cycles of unequal amplitude per day, which result from the sum of both diurnal and semi-diurnal constituents. The power of the tidal frequencies in the sonar data varies throughout the timeseries and appears to be strongest during periods when the venting stops and starts intermittently (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Frequency analyses of selected timeseries segments, one with discontinuous venting (June 2018) and two with continuous venting (August 2017 and April 2020), showed that the semi-diurnal and diurnal tidal harmonic constituents were clearly present in the June 2018 timeseries but weak or even absent in the August 2017 and April 2020 timeseries (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). This implies that tidal cycles control the alternation of active/inactive times but to a lesser degree the variation in intensity of the gas release during active venting phases. This is confirmed by the power spectral density of the binary timeseries of active and inactive times (0: inactive, 1: active), which also reveals distinct peaks at the dominant tidal frequencies (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). This result clearly demonstrates that tides influence the timing of the venting activity in the monitoring area. However, fluctuations of backscatter magnitude during active venting phases correlate neither with the bottom pressure data [Pearson correlation coefficient <italic>r</italic>&#x20;&#x3d; -0.01, <italic>p</italic>-value &#x003D; 0.1, <italic>n</italic> &#x3d; 28,402, and 95% confidence interval (-0.02, 0.00)] nor with the rate of bottom pressure change [Pearson correlation coefficient <italic>r</italic>&#x20;&#x3d; 0.01, <italic>p</italic>-value &#x003D; 0.04, <italic>n</italic> &#x3d; 28,402, and 95% confidence interval (0.00, 0.02)], another indication that the vigor of active gas emissions may not be influenced by bottom pressure variations.</p>
<p>The bottom pressure is largely controlled by the mixed local tide and averaged around 1,284.16&#xa0;dbar (median &#x3d; 1,284.21&#xa0;dbar) during the monitoring period (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). Each venting activity phase (start, stop, active, inactive) was observed at all tidal phases and was not uniquely restricted to any particular tidal phase (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). Venting start times were observed predominantly during falling tides (64.7%) (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>) and at pressures higher than the mean pressure (61.7%) (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>). By contrast, venting stop times were almost equally distributed around the mean pressure but significantly more common (72.6% vs. 27.4%) during rising tides compared to falling tides. Active venting times appeared to be independent from both absolute bottom pressure and sign of pressure change, whereas inactive venting was slightly more common at pressures above average (61.8%) and during rising tides (55.8%). The amplitude of the falling tides (ebb amplitude: min &#x3d; 0.24&#xa0;m, max &#x3d; 4.17&#xa0;m, mean &#x3d; 2.03&#xa0;m, standard deviation &#x3d; 0.84&#xa0;m) and of the rising tides (flow amplitude: min &#x3d; 0.62&#xa0;m, max &#x3d; 3.47&#xa0;m, mean &#x3d; 2.03&#xa0;m, standard deviation &#x3d; 0.58&#xa0;m) did not appear to influence the activation and cessation of gas emissions (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Counts of bubble emission activity phases during ebb tides (decreasing bottom pressures) and during low tides (when pressure is lower than the mean pressure recorded during the monitoring period). In each column, the percentages are the ratios of the counts (number of observations during ebb tide or during low tide) to n (total number of observations in each activity phase). They are not supposed to add up to 100%, as decreasing tides and low tides are neither exclusive tidal phases, nor do they represent all tidal phases. Percentage values that point to a pressure influence are emboldened.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Start</th>
<th align="center">Active</th>
<th align="center">Stop</th>
<th align="center">Inactive</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">n</td>
<td align="center">658</td>
<td align="center">28,614</td>
<td align="center">657</td>
<td align="center">3,667</td>
</tr>
<tr>
<td align="left">Decreasing pressure (ebb tides)</td>
<td align="center">426 (<bold>64.7%</bold>)</td>
<td align="center">14,390 (50.3%)</td>
<td align="center">180 (<bold>27.4%</bold>)</td>
<td align="center">1,619 (<bold>44.2%</bold>)</td>
</tr>
<tr>
<td align="left">Below mean pressure (&#x3c;1,284.16&#xa0;dbar)</td>
<td align="center">252 (<bold>38.3%</bold>)</td>
<td align="center">14,179 (49.6%)</td>
<td align="center">355 (54%)</td>
<td align="center">1,401 (<bold>38.2%</bold>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Boxplots showing the distribution of venting states in relation to <bold>(A)</bold> the rate of bottom pressure change, which represents the rate of tidal rise/fall <bold>(B)</bold> the bottom pressure, <bold>(C)</bold> tidal amplitude, and <bold>(D)</bold> the bottom temperature. Inactive times and venting onsets are slightly more common at higher pressures than at lower pressures. The boxes represent the interquartile range (IQR), that is, the distance between the 25th percentile (q<sub>1</sub>) and the 75th percentile (q<sub>3</sub>). The solid line in the box is the median. The whiskers (dashed lines) show the full range of the dataset excluding any outlier. The grey crosses show the outliers. Points are shown as outliers if they are smaller than q<sub>1</sub> &#x2212; 1.5 IQR or larger than q<sub>3</sub> &#x2b; 1.5 IQR.</p>
</caption>
<graphic xlink:href="feart-10-864809-g005.tif"/>
</fig>
<p>The distributions of bottom current velocities in the lowest ADCP depth-bin, corresponding to water depths from 1,234&#xa0;m to 1,242&#xa0;m, are similar during active and inactive times, and during ebb and flow tides (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>). This suggests that bottom current velocities do not affect the venting activity.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Distribution of bottom current speeds at water depths from 1,234&#xa0;m to 1,242&#xa0;m during active and inactive gas emissions and during ebb and flow&#x20;tides.</p>
</caption>
<graphic xlink:href="feart-10-864809-g006.tif"/>
</fig>
<p>Bottom current directions in the lowest ADCP bin show a different distribution pattern depending on whether gas emissions are active or inactive (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>, <xref ref-type="fig" rid="F8">Figure&#x20;8</xref> and <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). The bottom current directions during active times are strongly correlated to the bottom current directions of ebb tides [Pearson correlation coefficient <italic>r</italic>&#x20;&#x3d; 0.96, <italic>p</italic>-value &#x003D; 2.4 &#xd7; 10<sup>&#x2212;20</sup>, <italic>n</italic>&#x20;&#x3d; 36, and 95% confidence interval (0.92, 0.98)] and the bottom current directions during inactive times are correlated to the bottom current directions of flow tides [Pearson correlation coefficient <italic>r</italic>&#x20;&#x3d; 0.91, <italic>p</italic>-value &#x003D; 1.4 &#xd7; 10<sup>&#x2212;14</sup>, <italic>n</italic>&#x20;&#x3d; 36, and 95% confidence interval (0.83, 0.95)]. By contrast, the current directions during active times are less correlated to the bottom current directions of flow tides [Pearson correlation coefficient <italic>r</italic> &#x3d; 0.69, <italic>p</italic>-value &#x003D; 3.1 &#xd7; 10<sup>&#x2212;6</sup>, <italic>n</italic>&#x20;&#x3d; 36, and 95% confidence interval (0.47, 0.83)] and the current directions during inactive times show no correlation to the current directions during ebb tides [Pearson correlation coefficient <italic>r</italic>&#x20;&#x3d; 0.22, <italic>p</italic>-value &#x003D; 0.2, <italic>n</italic>&#x20;&#x3d; 36, and 95% confidence interval (&#x2212;0.12, 0.51)]. Furthermore, the distribution of current directions during inactive times shows a higher proportion of westward (flowing towards west) bottom currents than the distribution of current directions during flow tides (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>): almost 66% of inactive gas emissions co-occurred with bottom current flow directions ranging from 210&#xb0; to 320&#xb0; relative to North. By contrast, dominantly westward bottom currents within the same range of directions occurred during only half (51%) of the flow tidal phases. In other words, the venting activity pauses preferentially when bottom current flow towards southwest and west, not only during flow tides but also during ebb tides. This suggests that there is a connection, with or without causality, between the current direction and the cessation of venting.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Rose diagrams showing the distribution of bottom current flow directions at water depths from 1,234&#xa0;m to 1,242&#xa0;m during active (left diagram) and inactive (right diagram) gas emissions, and during ebb and flow tides (both diagrams). Current directions during active venting largely reflect current directions during ebb tides. Times when gas emissions were inactive are strongly linked with predominantly westward (flowing towards west) currents.</p>
</caption>
<graphic xlink:href="feart-10-864809-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Temperature, current velocities and current directions of bottom waters in March 2018. On the current direction plot, the North is up and the length of the arrows reflects the current velocity. The red colors indicate times with no gas emissions. Periods of inactivity are more frequent when the bottom currents have a westward trend. The plots for the entire ADCP monitoring period are provided in the <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>.</p>
</caption>
<graphic xlink:href="feart-10-864809-g008.tif"/>
</fig>
<p>Bottom water temperatures between June 2017 and May 2021 (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>) ranged from 2.64 to 3.15&#xb0;C (mean: 2.90&#xb0;C, standard deviation: 0.067&#xb0;C). A clear semi-diurnal periodicity shows that the intraday temperature variations are related to the tidally controlled bottom currents (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref> and <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). Amplitudes of daily variations ranged from 0.03 to 0.31&#xb0;C (mean: 0.14&#xb0;C, standard deviation: 0.039&#xb0;C). Longer multiday temperature variations are also present (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>, <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>, <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>), which could not be related to the tidal cycles and are likely linked to longer-term changes of the bottom water masses possibly caused by seasonal variations or variability in the regional deep-ocean circulation. Fluctuations of backscatter magnitude during active venting phases do not correlate with the temperature variations of bottom waters [Pearson correlation coefficient <italic>r</italic>&#x20;&#x3d; 0.07, <italic>p</italic>-value &#x003D; 3.5 &#xd7; 10<sup>&#x2212;34</sup>, <italic>n</italic>&#x20;&#x3d; 28,418, and 95% confidence interval (0.06, 0.08)], an indication that the vigor of active gas emissions may not be influenced by temperature variations. Venting stop times and inactive times were associated with bottom temperatures 0.01 and 0.03&#xb0;C above average (<xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>). Median temperatures were 2.90&#xb0;C during start times and active times, 2.92&#xb0;C during stop times and 2.91&#xb0;C during inactive times. However, high temperatures were not consistently associated with inactive times indicating that temperature alone is unlikely to be responsible for pausing gas emissions.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Sonar magnitude and bottom temperature. The red color indicates times of vent inactivity. Magnitude data are dimensionless.</p>
</caption>
<graphic xlink:href="feart-10-864809-g009.tif"/>
</fig>
<p>Storms occurred every year mainly between November and April (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>). The data indicate that the November-to-April months do not show a pattern of co-occurrence either with periods of elevated/reduced venting or with intervals of continuous/discontinuous venting.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Spectrogram of the 1&#xa0;Hz bottom pressure data. Storm events are characterized by higher wave heights, which translates into stronger frequency constituents with periods below 20&#xa0;s (bright colors). The vertical axis is logarithmic and ranges from 0.05&#xa0;Hz (bottom, T &#x3d; 20&#xa0;s) up to the Nyquist frequency of 0.5&#xa0;Hz (top, T &#x3d; 2&#xa0;s).</p>
</caption>
<graphic xlink:href="feart-10-864809-g010.tif"/>
</fig>
<p>The number of detected flares varied during the monitoring period and ranged from 0 to 8 with a median value of 2 (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>). The outlets of the bubble release on the seabed cannot be located precisely with this sonar but the spatial distribution of their estimated positions reveal two main areas of recurrent seepage around the sonar (<xref ref-type="fig" rid="F12">Figure&#x20;12</xref>). The southern cluster is active most often, but it is widespread and likely coalesces several smaller clusters that could not be resolved due to the uncertainties in the flare basepoint estimations. The northeastern cluster is smaller and less continuously active than the southern cluster.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Number of detected flares throughout the monitoring period (between 22 June 2017 and 30 May 2021).</p>
</caption>
<graphic xlink:href="feart-10-864809-g011.tif"/>
</fig>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Hotspot analysis of the flare basepoints showing the areas where the gas emissions are the most likely to be observed. The flare locations are not uniformly distributed and reveal at least two distinct areas where gas ebullition occurs. The central black dot represents the sonar location; the circle has a radius of 100&#xa0;m and delineates the sonar monitoring area. The grey shaded area within the monitoring area represents zero-likelihood of gas source. The black squares are the locations of the IODP boreholes.</p>
</caption>
<graphic xlink:href="feart-10-864809-g012.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Venting within our monitoring area is active more than 84% of the time but affected by recurrent interruptions related to local tides. It is evident that the onset and the cessation of bubble emissions are largely controlled by the diurnal and semi-diurnal frequencies of the local mixed tidal regime. While vent activation is more common during falling tides, cessation is observed predominantly during rising tides. This result corroborates previous results from similar monitoring efforts in deep sea settings near Bubbly Gulch in 2012&#x2013;2013 and at Southern Hydrate Ridge in 2018, where bubble emission activation was found to peak during falling tides (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B26">Marcon et&#x20;al., 2021</xref>).</p>
<p>Interestingly, the no-venting phases are not regularly distributed through the monitoring period and there are numerous week- and months-long intervals of continuous venting during which no venting interruptions were recorded. It is unclear why the bubble release is at times continuously active and does not stop and start with the tidal cycles. For instance, our results showed that the distribution of active and inactive times is unaffected by the amplitude of the pressure variations related to the spring and neap tidal cycles. Furthermore, seismic tremors or seasonal storms were not found to be related to the activity of gas emissions on the Clayoquot Slope (<xref ref-type="bibr" rid="B22">Lapham et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>) and at Southern Hydrate Ridge (<xref ref-type="bibr" rid="B26">Marcon et&#x20;al., 2021</xref>). The accretionary prism of the Cascadia Subduction Zone is fully locked (<xref ref-type="bibr" rid="B14">Hyndman and Wang, 1993</xref>; <xref ref-type="bibr" rid="B30">Obana et&#x20;al., 2015</xref>), especially in our study area (<xref ref-type="bibr" rid="B28">McGuire et&#x20;al., 2018</xref>), and local shaking levels are practically nonexistent (<xref ref-type="bibr" rid="B45">Scherwath et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B48">Stone et&#x20;al., 2018</xref>). Hence, seismicity is unlikely to be responsible for the frequent alternation of transient and continuous ebullition phases that we observed. In this study, we also did not observe any clear link between the continuity or intermittence of the gas emissions and the seasonal winter storms (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>). Accumulations of gas and possibly hydrates are known to occur at Gastown Alley at about 20 mbsf (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). One hypothesis is that the fluid supply at depth is transient and not always sufficiently high to ensure continuous bubble release at the sediment surface independently to the bottom pressure variations. Such a mechanism was postulated by <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al. (2016)</xref> to explain the observed activity phases of the gas ebullition. Unfortunately, we cannot test this hypothesis with our current results, as information about subsurface fluid supply over time is not available. Although the timeseries may show small decreases in venting intensity prior to some intervals of intermittent venting, this is not consistent throughout the timeseries (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Another possibility could be that the bubble release in the Gastown Alley area is in fact continuous but so spatially variable that it does not always occur within the range of the sonar. This is a reasonable assumption given that the Gastown Alley is an elongated seep area about 400&#x2013;500&#xa0;m long (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>), large parts of which lie outside of the monitoring area of the rotary sonar (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Continuous but spatially variable venting was observed at the Southern Hydrate Ridge summit using an overview sonar that monitored the whole active area of the summit (<xref ref-type="bibr" rid="B25">Marcon et&#x20;al., 2019</xref>). There, single vents were found to pause frequently but rarely, if ever, all simultaneously (<xref ref-type="bibr" rid="B26">Marcon et&#x20;al., 2021</xref>). Similarly, the number of active flares within our monitoring area varies considerably over time (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>) and is non-zero more than 84% of the time. Hence, it is likely that the venting over the entire active area of Gastown Alley rarely pauses completely. At Southern Hydrate Ridge, hydrate formation in the shallow subsurface is considered to be responsible for the short-term spatial and temporal variability of the bubble release (<xref ref-type="bibr" rid="B26">Marcon et&#x20;al., 2021</xref>). Although Gastown Alley lies deep within the gas hydrate stability zone, the presence or absence of gas hydrates in the shallow sediments at Gastown Alley was never confirmed. However, the sulfate-methane interface (SMI) at Gastown Alley is located about 6&#x2013;8 mbsf (<xref ref-type="bibr" rid="B47">Solem et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B38">Riedel et&#x20;al., 2006b</xref>), and gas hydrates can only occur below the SMI and possibly much deeper, where methane exists above solubility (<xref ref-type="bibr" rid="B31">Paull et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B3">Bhatnagar et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B35">Riedel and Collett, 2017</xref>). <xref ref-type="bibr" rid="B35">Riedel and Collett (2017)</xref> compared data from 58 drill sites from ten different geological regions, including in the northern Cascadia Margin, and found that in the absence of advection, the top of the gas hydrate occurrence zone was always deeper than 30 mbsf. Potentially, hydrate formation in the pore and fracture spaces below this depth could block pathways for gas migration and cause individual gas emissions to temporarily&#x20;pause.</p>
<p>The current understanding is that low bottom pressures associated with falling tides facilitate the activation of bubble emissions by reducing the total stress on the sediments (<xref ref-type="bibr" rid="B53">Tryon et&#x20;al., 1999</xref>, <xref ref-type="bibr" rid="B54">2002</xref>; <xref ref-type="bibr" rid="B4">Boles et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B23">Leifer and Boles, 2005</xref>; <xref ref-type="bibr" rid="B24">Liu and Flemings, 2009</xref>; <xref ref-type="bibr" rid="B44">Scandella et&#x20;al., 2011</xref>). However, the vent activation times at Gastown Alley are more common at higher than average bottom pressures. Hence, it seems to be the pressure decrease rather than the absolute pressure that helps trigger ebullition. Because of fracture resistance, a pressure drop can cause a temporary dynamic disequilibrium between the pore pressure within gas-rich sediments and the hydrostatic pressure, favoring the advection of gas (<xref ref-type="bibr" rid="B23">Leifer and Boles, 2005</xref>; <xref ref-type="bibr" rid="B51">Sultan et&#x20;al., 2020</xref>). <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al. (2016)</xref> found that bubble emission activation is more common at low pressures close to the low tide turning point. This difference with our results indicates that activation of gas emissions at Gastown Alley is sensitive to smaller pressure decreases than in the 2012-2013 study area. This is interesting since the study area from <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al. (2016)</xref> is located only 530&#xa0;m from our monitoring area in the direction of Bubbly Gulch.</p>
<p>It is likely that gas fluxes are higher at Gastown Alley than in the 2012-2013 study area. This is supported by the findings from sub-bottom profiles, which show that the sedimentary layers below Gastown Alley contain large gas accumulations at about 20&#xa0;mbsf (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). By contrast, gas occurrence in the sediments below the study area of the 2012-2013 monitoring is more diffuse and likely related to lower and more transient upward fluxes. Furthermore, flux estimations derived from acoustic flares detected with a calibrated vessel-mounted splitbeam echosounder indicated that instantaneous fluxes at Gastown Alley (min &#x3d; 0.1&#xa0;L/min, mean &#x3d; 4.4&#xa0;L/min, max &#x3d; 17.9&#xa0;L/min) were generally stronger than near the 2012-2013 study area (min &#x3d; 0.3&#xa0;L/min, mean &#x3d; 2.7&#xa0;L/min, max &#x3d; 4.7&#xa0;L/min) (<xref ref-type="bibr" rid="B39">Riedel et&#x20;al., 2018</xref>). Although acoustic quantification of gas emissions is subject to large uncertainties, the flux estimations from Gastown Alley were the largest methane emission fluxes calculated along the Cascadia Margin (<xref ref-type="bibr" rid="B39">Riedel et&#x20;al., 2018</xref>).</p>
<p>Inactive times at Gastown Alley are also strongly associated with westward bottom currents. This association is partly explained by the fact that these are the most represented current directions during rising tides (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>), when inactive times are more common. However, westward bottom currents are in higher proportion during inactive times than they are during flow tides, which raises the question if and how bottom current directions could also play a role in the activation or cessation of gas emissions. Seabed morphology can generate high form drag at the sediment surface (<xref ref-type="bibr" rid="B29">Nash and Moum, 2001</xref>) leading to pressure and velocity fluctuations within the sediment pore system (<xref ref-type="bibr" rid="B13">Higashino et&#x20;al., 2009</xref>). Furthermore, bottom currents are known to facilitate ebullition onsets in shallow lakes by causing shear stress at the sediment surface (<xref ref-type="bibr" rid="B16">Joyce and Jewell, 2003</xref>). Our results do not show any indication that the activity of gas emissions is influenced by current velocities. However, given the particular mid-slope location of Gastown Alley we cannot exclude that certain current directions might cause increased or reduced form drag that would affect the pore pressure and, thus, the release of gas. Another possibility is that current-induced temperature variations might affect the methane solubility. For instance, a temperature decrease could be expected to pause ebullition by increasing the solubility of methane in the bottom water (<xref ref-type="bibr" rid="B40">Riedel et&#x20;al., 2021</xref>). Our results do not support this possibility since positive and negative temperature variations did not consistently coincide with activation and cessation of venting (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>). Also, we observed that inactive times were not more frequent at lower temperatures, which seems to rule out that temperature-driven solubility variations cause the onset or cessation of gas emissions. At Gastown Alley, a temperature decrease of 0.14&#xb0;C (mean amplitude of daily variations) would result in a methane solubility increase of 2&#x20;&#xd7; 10<sup>&#x2212;4</sup>&#xa0;mol of methane per kilogram of seawater (<xref ref-type="bibr" rid="B7">Duan and Mao, 2006</xref>; <xref ref-type="bibr" rid="B21">Kossel et&#x20;al., 2013</xref>). This corresponds to 3.6&#xa0;&#xb5;l of methane (at the seabed conditions of pressure and temperature). Assuming that the volume of pore water that is affected by the temperature increase is 1&#xa0;m&#xb3; (a large overestimation used for the sake of simplification), the volume of extra dissolved methane would reach 3.6&#xa0;ml, which corresponds to about 15 bubbles of a typical bubble-size distribution (<xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>). Hence, we consider it unlikely that the daily temperature variations alone would cause the gas ebullition to pause. Furthermore, pore water in the shallow sediments above the SMI is unlikely to be close to saturation.</p>
<p>The flare source distribution showed at least two main clusters within the monitoring area, possibly reflecting distinct pathways for gas migration within the sediments (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>, <xref ref-type="fig" rid="F12">Figure&#x20;12</xref>). The AUV-based bathymetry (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref> and <xref ref-type="bibr" rid="B32">Paull et&#x20;al., 2015</xref>) does not reveal any obvious local topographical features around those vents that might be associated with the bubble release, as is known from other seep areas both in the immediate vicinity of Gastown Alley and farther along the Cascadia margin. The Bullseye Vent area located 250&#xa0;m SW of the sonar location is characterized by large 5&#x2013;6&#xa0;m deep depressions surrounded by thin carbonate crusts, whereas Bubbly Gulch (650&#xa0;m NE of the sonar location) coincides with a slope failure and hosts hydrate mounds (<xref ref-type="bibr" rid="B32">Paull et&#x20;al., 2015</xref>). Hydrate Ridge is associated with topographic highs, hydrate mounds and depressions shaped by focused methane venting (<xref ref-type="bibr" rid="B49">Suess et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B52">Tr&#xe9;hu et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B1">Bangs et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B33">Philip et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B26">Marcon et&#x20;al., 2021</xref>). By contrast, the seabed within the sonar monitoring area at Gastown Alley is gently sloping towards the southeast (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) and it is covered with soft sediments from which bubble release occurs (Link to seabed footage: <ext-link ext-link-type="uri" xlink:href="https://data.oceannetworks.ca/SeaTube?resourceTypeId=1000&amp;resourceId=1001&amp;diveId=410&amp;time=2014-05-24T07:20:10.000Z">https://data.oceannetworks.ca/SeaTube?resourceTypeId&#x3d;1000&#x26;resourceId&#x3d;1001&#x26;diveId&#x3d;410&#x26;time&#x3d;2014-05-24T07:20:10.000Z</ext-link>). White microbial mats occur within the monitoring area but not where the bubble outlets were observed. The bubble release does not visibly alter the local shape of the seabed around the outlets. This might be due to the low-permeability fine silty and clayey sediments (<xref ref-type="bibr" rid="B37">Riedel et&#x20;al., 2006a</xref>) and the absence of gas hydrates in the shallow sediments, which may favor a more direct transfer of gas through fractures. Alternatively, this seepage area may have formed as a result of the sealing of Bullseye Vent with carbonates or hydrates (<xref ref-type="bibr" rid="B36">Riedel et&#x20;al., 2002</xref>, <xref ref-type="bibr" rid="B38">2006b</xref>; <xref ref-type="bibr" rid="B42">R&#xf6;mer et&#x20;al., 2016</xref>) and may represent a shift of the gas migration from Bullseye Vent towards the northeast. This would be consistent with previous work, which showed that new fractures had formed at Bullseye Vent between 2000 and 2005 (<xref ref-type="bibr" rid="B41">Riedel, 2007</xref>), and that the presence of extensive microbial mats and the absence of carbonate crusts at the sediment surface in the area northeast of Bullseye Vent indicate venting in this area may be more recent (<xref ref-type="bibr" rid="B9">Furlong, 2013</xref>). With time, the venting activity might also shape the seabed at Gastown Alley. However, more data about the sub-seabed plumbing network at Gastown Alley are needed to investigate these hypotheses further.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The 4&#xa0;years monitoring of gas emissions at Gastown Alley showed clearly that tides influence the timing of gas emissions start and stop times. However, it could not confirm that the vigor of active gas emissions is modulated by tides. Furthermore, the occurrence of month-long intervals of uninterrupted venting within the monitoring area suggests that tidally-induced bottom pressure variations alone were not sufficient to pause the venting. We cannot exclude that external factors (e.g. bottom currents, temperature, transient gas supply) might influence the onset and cessation of bubble plumes, but it is likely that the venting at Gastown Alley during the 4&#xa0;years monitoring period has been sufficiently intense to remain mostly active independently of the tidal cycles, but not always occurring within range of the&#x20;sonar.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref> and can be downloaded through Ocean Networks Canada&#x2019;s data portal (<ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://data.oceannetworks.ca">https://data.oceannetworks.ca</ext-link>). Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>YM,MR&#xf6; designed the study. All authors contributed to the interpretation and discussion. YM processed the data and wrote the manuscript with the help of all authors. MR&#xf6;, MS, MRi, KD, and MH commented on the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work is supported by the German Federal Ministry of Education and Research (BMBF) under the grant number 03F0854A. Ocean Networks Canada is an initiative of the University of Victoria and has primarily been funded by the Canadian Foundation for Innovation, Transport Canada, Fisheries and Oceans Canada, and the Canadian Province of British Columbia.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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 greatly appreciate the support by Charles K. Paull and Dave Caress for sharing bathymetric data of AUV D. Allan B. (owned by MBARI) with&#x20;us.</p>
</ack>
<sec id="s11">
<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.2022.864809/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2022.864809/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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