<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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">747567</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.747567</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>Current- and Wave-Generated Bedforms on Mixed Sand&#x2013;Clay Intertidal Flats: A New Bedform Phase Diagram and Implications for Bed Roughness and Preservation Potential</article-title>
<alt-title alt-title-type="left-running-head">Baas et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Bedforms on an Intertidal Flat</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Baas</surname>
<given-names>Jaco H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1278432/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Malarkey</surname>
<given-names>Jonathan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1420429/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lichtman</surname>
<given-names>Ian D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Amoudry</surname>
<given-names>Laurent O.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1483414/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thorne</surname>
<given-names>Peter D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1463436/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hope</surname>
<given-names>Julie A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/784997/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Peakall</surname>
<given-names>Jeffrey</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/905201/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Paterson</surname>
<given-names>David M.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/578573/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bass</surname>
<given-names>Sarah J.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1469101/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cooke</surname>
<given-names>Richard D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Manning</surname>
<given-names>Andrew J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Parsons</surname>
<given-names>Daniel R.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1172719/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ye</surname>
<given-names>Leiping</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>School of Ocean Sciences, Bangor University, <addr-line>Bangor</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Energy and Environment Institute, University of Hull, <addr-line>Hull</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Joseph Proudman Building, National Oceanography Centre, <addr-line>Liverpool</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Sediment Ecology, Research Group, University of St. Andrews, <addr-line>St. Andrews</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff5">
<label>
<sup>5</sup>
</label>School of Earth and Environment, University of Leeds, <addr-line>Leeds</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff6">
<label>
<sup>6</sup>
</label>Scottish Oceans Institute, School of Biology, University of St. Andrews, <addr-line>St. Andrews</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff7">
<label>
<sup>7</sup>
</label>School of Biological and Marine Sciences, University of Plymouth, <addr-line>Plymouth</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff8">
<label>
<sup>8</sup>
</label>HR Wallingford, <addr-line>Wallingford</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff9">
<label>
<sup>9</sup>
</label>School of Marine Sciences, Sun Yat-sen University, <addr-line>Zhuhai</addr-line>, <country>China</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/571294/overview">Amanda Owen</ext-link>, University of Glasgow, 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/586968/overview">Roberto Tinterri</ext-link>, University of Parma, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/586191/overview">Kurt Eric Sundell</ext-link>, Idaho State University, United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jaco H. Baas, <email>j.baas@bangor.ac.uk</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Sedimentology, Stratigraphy and Diagenesis, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>747567</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Baas, Malarkey, Lichtman, Amoudry, Thorne, Hope, Peakall, Paterson, Bass, Cooke, Manning, Parsons and Ye.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Baas, Malarkey, Lichtman, Amoudry, Thorne, Hope, Peakall, Paterson, Bass, Cooke, Manning, Parsons and Ye</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 effect of bedforms on frictional roughness felt by the overlying flow is crucial to the regional modelling of estuaries and coastal seas. Bedforms are also a key marker of palaeoenvironments. Experiments have shown that even modest biotic and abiotic cohesion in sand inhibits bedform formation, modifies bedform size, and slows bedform development, but this has rarely been tested in nature. The present study used a comprehensive dataset recorded over a complete spring&#x2013;neap cycle on an intertidal flat to investigate bedform dynamics controlled by a wide range of wave and current conditions, including the effects of wave&#x2013;current angle and bed cohesion. A detailed picture of different bedform types and their relationship to the flow, be they equilibrium, non-equilibrium, or relict, was produced, and captured in a phase diagram that integrates wave-dominated, current-dominated, and combined wave&#x2013;current bedforms. This bedform phase diagram incorporates a substantially wider range of flow conditions than previous phase diagrams, including bedforms related to near-orthogonal wave&#x2013;current angles, such as ladderback ripples. Comparison with laboratory-derived bedform phase diagrams indicates that washed-out ripples, lunate interference ripples and upper-stage plane beds replace the subaqueous dune field; such bedform distributions may be a key characteristic of intertidal flats. The field data also provide a means of predicting the dimensions of these bedforms, which can be transferred to other areas and grain sizes. We show that an equation for the prediction of equilibrium bedform size is sufficient to predict the roughness, even though the bedforms are highly variable in character and only in equilibrium with the flow for approximately half the time. Whilst the effect of cohesive clay is limited under more active spring conditions, clay does play a role in reducing the bedform dimensions under more quiescent neap conditions. We also investigated which combinations of waves, currents, and bed clay contents in the intertidal zone have the highest potential for bedform preservation in the geological record. This shows that combined wave&#x2013;current bedforms have the lowest preservation potential and equilibrium current ripples have the highest preservation potential, even in the presence of moderate and storm waves. Hence, the absence of wave ripples and combined-flow bedforms and their primary stratification in sedimentary successions cannot be taken as evidence that waves were absent at the time of deposition.</p>
</abstract>
<kwd-group>
<kwd>mixed sand&#x2013;clay</kwd>
<kwd>tidal currents</kwd>
<kwd>waves</kwd>
<kwd>intertidal flat</kwd>
<kwd>bedform size predictor</kwd>
<kwd>bedform phase diagrams</kwd>
<kwd>bed roughness</kwd>
<kwd>preservation potential</kwd>
</kwd-group>
<contract-sponsor id="cn001">
<named-content content-type="fundref-id">10.13039/501100007601</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Bedforms are amongst the most common and important sedimentary structures in modern and ancient marine depositional environments. They characterise the roughness of the modern seabed, cause flow modification and energy dissipation, and enhance sediment suspension (e.g., <xref ref-type="bibr" rid="B2">Allen, 1984</xref>; <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse, 2005</xref>; <xref ref-type="bibr" rid="B65">Soulsby et&#x20;al., 2012</xref>). Currents, waves, and combined flows generate different types of bedform, which are used routinely as a proxy for reconstructing depositional environments and near-bed hydrodynamic processes in the sedimentary record (e.g., <xref ref-type="bibr" rid="B2">Allen 1984</xref>; <xref ref-type="bibr" rid="B16">Clifton and Dingler, 1984</xref>; <xref ref-type="bibr" rid="B73">Van den Berg and Van Gelder, 1993</xref>; <xref ref-type="bibr" rid="B9">Baas et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B56">Parsons et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B17">Collinson and Mountney, 2019</xref>). The development of accurate models for tidal and wave energy dissipation, sediment transport, flooding, and acoustic reflectivity of the seabed relies on correct predictions of bedform dimensions, shape, and plan morphology, and the parameterization of bed roughness (e.g., <xref ref-type="bibr" rid="B65">Soulsby et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B1">Aldridge et&#x20;al., 2015</xref>). Existing bedform predictors, encompassing bedform stability diagrams and empirical equations based on laboratory flume and field studies, focus on specific bedform types, such as wave ripples, current ripples, and dunes (<xref ref-type="bibr" rid="B2">Allen, 1984</xref>; <xref ref-type="bibr" rid="B78">Van Rijn, 1984</xref>; <xref ref-type="bibr" rid="B67">Southard and Boguchwal, 1990</xref>; <xref ref-type="bibr" rid="B73">Van den Berg and Van Gelder, 1993</xref>; <xref ref-type="bibr" rid="B64">Soulsby, 1997</xref>; <xref ref-type="bibr" rid="B37">Kleinhans, 2005</xref>; <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse, 2005</xref>; <xref ref-type="bibr" rid="B15">Camenen, 2009</xref>; <xref ref-type="bibr" rid="B57">Pedocchi and Garc&#xed;a, 2009a</xref>, <xref ref-type="bibr" rid="B58">2009b</xref>; <xref ref-type="bibr" rid="B53">Nelson et&#x20;al., 2013</xref>). In contrast to stability diagrams for current- and wave-generated bedforms, stability diagrams for combined-flow bedforms of the basic form shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> (e.g., <xref ref-type="bibr" rid="B5">Arnott and Southard, 1990</xref>; <xref ref-type="bibr" rid="B23">Dumas et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B37">Kleinhans, 2005</xref>; <xref ref-type="bibr" rid="B59">Perillo et&#x20;al., 2014</xref>) cover such a small fraction of the parameter space that their application is challenging. This is because laboratory flume investigations typically do not allow for the evaluation of more than two or three variables, and field studies of more complex combined-flow bedform dynamics are poorly integrated into these stability diagrams (<xref ref-type="bibr" rid="B4">Amos et&#x20;al., 1988</xref>, <xref ref-type="bibr" rid="B3">1999</xref>; <xref ref-type="bibr" rid="B26">Gallagher et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B41">Li and Amos, 1998</xref>; <xref ref-type="bibr" rid="B25">Gallagher, 2003</xref>; <xref ref-type="bibr" rid="B32">Hay and Mudge, 2005</xref>; <xref ref-type="bibr" rid="B63">Smyth and Li, 2005</xref>; <xref ref-type="bibr" rid="B40">Larsen et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B82">Wengrove et&#x20;al., 2018</xref>, <xref ref-type="bibr" rid="B83">2019</xref>; <xref ref-type="bibr" rid="B86">Wu and Parsons, 2019</xref>; <xref ref-type="bibr" rid="B18">Cuadrado, 2020</xref>). For example, despite being the most comprehensive flume study available in the literature, the experimental dataset of <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref> is limited to co-linear waves and currents, a single sand size, and three closely spaced wave periods. In geological outcrops, the comparison of observed combined-flow bedforms with existing predictors for these bedforms is often cursory (e.g., <xref ref-type="bibr" rid="B52">Myrow and Southard, 1991</xref>; <xref ref-type="bibr" rid="B51">Myrow et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B31">Harazim and McIlroy, 2015</xref>; <xref ref-type="bibr" rid="B80">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B68">Taral and Chakraborty, 2017</xref>; <xref ref-type="bibr" rid="B13">B&#xe1;denas et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B34">Isla et&#x20;al., 2018</xref>), possibly because the existing stability diagrams for combined-flow bedforms use different bedform terminologies and do not include all the bedform types recognised in nature (e.g., ladderback ripples; <xref ref-type="bibr" rid="B36">Klein, 1970</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Basic form of phase diagrams for combined-flow bedforms used in literature and in the present study. The wave and current forcing parameters can be wave velocity amplitude and depth-averaged current velocity or dimensional or non-dimensional wave and current bed shear stresses. Here, bed shear stress is preferred, because it describes near-bed bedform dynamics better than velocity. It should be noted that specific bedform types and phase boundaries may vary with sediment size and wave&#x2013;current angle.</p>
</caption>
<graphic xlink:href="feart-09-747567-g001.tif"/>
</fig>
<p>A better understanding of the hydrodynamic conditions required to form current-dominated, wave-dominated, and combined-flow bedforms requires field measurements that integrate methods to record hydrodynamics, sediment dynamics, biogenic effects, and bedform development. To cover a parameter space that flume experiments cannot mimic, such measurements should include time-series of all variables that are known to affect the shape, size, and plan morphology of bedforms, i.e.,&#x20;sediment size, physical and biological cohesion, flow depth, bed shear stress, angle between wave and current, suspended sediment concentration, bedform migration rate, and adaptation time of bedforms in waning and waxing&#x20;flow.</p>
<p>From a geological perspective, the shape and size of bedforms, and their primary stratification patterns, are essential for interpreting the relative importance of waves and currents in the depositional environment. Up to now, this has focussed mainly on hydrodynamic conditions that result in the formation of hummocky cross-stratification (e.g., <xref ref-type="bibr" rid="B21">Duke, 1985</xref>; <xref ref-type="bibr" rid="B22">Dumas and Arnott, 2006</xref>; <xref ref-type="bibr" rid="B71">Tinterri, 2011</xref>), but published research in laboratories and modern environments suggest that a wider range of bedform types exists in combined flows, such as ladderback ripples and different kinds of ripple-sized and dune-sized, symmetric and asymmetric, and two-dimensional and three-dimensional bedforms (<xref ref-type="bibr" rid="B36">Klein, 1970</xref>; <xref ref-type="bibr" rid="B5">Arnott and Southard, 1990</xref>; <xref ref-type="bibr" rid="B23">Dumas et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B59">Perillo et&#x20;al., 2014</xref>). Process interpretations from geological outcrops and cores require that combined-flow bedforms are preserved after their formation. Given that mixed wave&#x2013;current forcing is highly variable temporally, especially in tidal environments, we hypothesise that preservation potential varies with bedform type, because some types are more common than others and because the preservation potential depends on the hydrodynamic and sediment dynamic conditions after the formation of each bedform type. Conditions expected to promote preservation are rapidly waning flows, rapid deposition of sediment on top of the bedforms, and bed stabilisation by cohesive clay and biological polymers.</p>
<p>The present paper uses field data from a mixed sand&#x2013;mud intertidal flat in the Dee estuary (NW England, United&#x20;Kingdom) collected with state&#x2013;of&#x2013;the&#x2013;art instrumentation (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) and incorporates an unprecedented combination of the above controls on bedform dynamics, including variations in bed cohesion, current, wave, and combined-flow bed shear stresses, water depth, and wave&#x2013;current angle. This dataset has allowed us to link equilibrium bedform size, shape, and plan morphology to flow dynamics, but also distinguish between equilibrium, relict, and non-equilibrium bedforms, based on evolutionary trends in bed morphology. The specific aims of this study were to:<list list-type="simple">
<list-item>
<p>1) Classify equilibrium bedform type as a function of wave, current, and combined-flow forcing, and bed material properties using a bedform phase diagram;</p>
</list-item>
<list-item>
<p>2) Establish the relative importance of non-equilibrium, relict, and equilibrium bedforms in a full spring&#x2013;neap tidal cycle with and without wave forcing;</p>
</list-item>
<list-item>
<p>3) Determine the residence time and preservation potential of various wave-dominated, current-dominated, and combined-flow bedforms;</p>
</list-item>
<list-item>
<p>4) Make recommendation for sediment transport rate predictions and preservation potential of intertidal bedforms in modern environments and the geological record.</p>
</list-item>
</list>
</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic map of the Dee Estuary around Hilbre Island <bold>(A)</bold>, with the main tidal channel in white and the study area located on the grey-coloured intertidal flat to the north-west of Little Eye. The four islands are defined by the area above the mean highwater mark and by any area of bedrock exposed at low water immediately below this mark. SEDbed instrument frame. looking seaward towards Little Hilbre and Hilbre Island <bold>(B)</bold>, and diagram of instruments on frame <bold>(C)</bold>. Vertical and horizontal distances in centimetres are above the sediment bed and relative to the edge of the frame, respectively.</p>
</caption>
<graphic xlink:href="feart-09-747567-g002.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<p>The hydrodynamic and sediment dynamic data used in this study were acquired on a mixed sand&#x2013;mud intertidal flat in the Dee Estuary near Hilbre Island, United&#x20;Kingdom (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The Dee Estuary is connected to Liverpool Bay, and it is funnel-shaped and macrotidal, with a mean spring tidal range of 7&#x2013;8&#xa0;m at Hilbre Island. Hilbre Island separates Hilbre Channel from intertidal flats west of the town of West Kirby (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). These tidal flats are flood-dominated and rich in fine-grained sediment (<xref ref-type="bibr" rid="B50">Moore et&#x20;al., 2009</xref>), especially towards the landward limit of the estuary (<xref ref-type="bibr" rid="B30">Halcrow, 2013</xref>). Waves are mainly generated locally within Liverpool Bay; north-westerly waves have the strongest influence on the sedimentary processes in the Dee Estuary (<xref ref-type="bibr" rid="B14">Brown and Wolf, 2009</xref>; <xref ref-type="bibr" rid="B79">Villaret et&#x20;al., 2011</xref>). The intertidal flats to the north-west of Little Eye (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) are ideal for studying bedform dynamics in mixed sand&#x2013;mud, owing to the large variation in sand&#x2013;mud ratio, ranging from pure sand to sandy mud, and the variable hydrodynamic forcing by currents and waves (<xref ref-type="bibr" rid="B81">Way, 2013</xref>; <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B8">Baas et&#x20;al., 2019</xref>). Three sites were studied over a spring&#x2013;neap tidal cycle from neap to neap between May 21st and June 3rd, 2013, to record a time-series of bedform evolution controlled by tides, waves, and sediment dynamics. These sites were located in or near a shallow intertidal gully within 140&#xa0;m of each other, differing in bed elevation by 0.19&#xa0;m.</p>
<p>Sediment samples taken at regular intervals during the field deployment revealed a seabed dominated by medium sand with a median size of 0.227&#xa0;mm. The cohesive clay fraction in this sediment ranged from 0.6 to 5.4 volume %, and the fraction of cohesive extracellular polymeric substances (EPS) was between 0.02 and 0.30 weight %, with the lowest bed clay and EPS fractions between May 21st and 29th and gradually increasing bed clay and EPS contents between May 29th and June 3rd (<xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>: their <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<p>A suite of instruments on the SEDbed frame of the National Oceanography Centre was deployed at each site. The present study used water velocity data collected with an Acoustic Doppler Velocimeter (ADV; located at 0.53&#xa0;m height in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) and measuring at 0.37&#xa0;m above the sediment surface. These data were acquired at a frequency of 8&#xa0;Hz, and tidal currents were extracted by applying a 5-min running mean. The ADV time-series were used to compute the equivalent linear current-only, wave-only and non-linear combined-flow bed shear stresses associated with skin friction, using the two-layer logarithmic model of <xref ref-type="bibr" rid="B45">Malarkey and Davies (2012)</xref> and the PUV method of <xref ref-type="bibr" rid="B28">Gordon and Lohrmann (2001)</xref>, as elaborated by <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al. (2018)</xref>. In flows where both currents and waves are present, the combined bed shear stress is affected by the angle between the wave and current directions. For a vector addition of the wave-only and current-only stresses, the maximum linear combined bed shear stress during the wave cycle, &#x3c4;<sub>max</sub>,&#x20;is:</p>
<p>
<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>, maximum linear combined bed shear stress:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>0.5</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where &#x3c4;<sub>c</sub> is the current-only shear stress, &#x3c4;<sub>w</sub> is the wave-only shear stress, and &#x3c6; is the angle between the wave and the current (0 &#x2264; &#x3c6; &#x2264; 90&#xb0;). In the present paper, only these linear skin-friction stresses are considered and referred to as simply the wave, current and combined stresses. For combined flows, the threshold for cohesionless sediment movement corresponds to &#x3c4;<sub>max</sub> &#x3d; &#x3c4;<sub>0</sub>, where &#x3c4;<sub>0</sub> is the critical shear stress for movement, with &#x3c4;<sub>0</sub> &#x3d; 0.18 Nm<sup>&#x2212;2</sup> for 0.227&#xa0;mm sand (<xref ref-type="app" rid="app1">Appendix Equation A1</xref>). In the two wave&#x2013;current directional extremes of co-linear (<italic>&#x3c6;</italic> &#x3d; 0&#xb0;) and orthogonal (<italic>&#x3c6;</italic> &#x3d; 90&#xb0;), &#x3c4;<sub>0</sub> can thus be expressed&#x20;as:</p>
<p>
<xref ref-type="disp-formula" rid="e2">Eq. 2</xref>, critical shear stresses for sediment movement for co-linear and orthogonal waves and currents:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>0.5</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>90</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>or for a particular current shear stress, &#x3c4;<sub>c</sub> &#x3d; &#x3c4;<sub>0</sub>&#x2012;&#x3c4;<sub>w</sub>, for &#x3c6; &#x3d; 0&#xb0;, and &#x3c4;<sub>c</sub> &#x3d; (&#x3c4;<sub>0</sub>
<sup>2</sup>&#x2012;&#x3c4;<sub>w</sub>
<sup>2</sup>)<sup>0.5</sup>, for &#x3c6; &#x3d; 90&#xb0;. Thus, &#x3c4;<sub>0</sub> requires a larger current shear stress for orthogonal than for co-linear waves and currents. All other intermediate angles (0 &#x3c; &#x3c6; &#x3c; 90&#xb0;) lie between these two directional extremes.</p>
<p>The ADV also measured water pressure at 0.53&#xa0;m above the seabed, which, in combination with pressure data from a Conductivity, Temperature, and Depth (CTD) system (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) and after correction for air pressure, were converted to water depth, following the procedure described in <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al. (2018)</xref>. A 3D Acoustic Ripple Profiler (3D&#x2013;ARP; <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) provided seabed topography data. The 3D&#x2013;ARP is a dual-axis, mechanically rotated, pencil beam scanning sonar operating at 1.1&#xa0;MHz (<xref ref-type="bibr" rid="B69">Thorne and Hanes, 2002</xref>; <xref ref-type="bibr" rid="B46">Marine Electronics, 2009</xref>; <xref ref-type="bibr" rid="B38">Kr&#xe4;mer and Winter 2016</xref>; <xref ref-type="bibr" rid="B70">Thorne et&#x20;al., 2018</xref>). It measured a 12&#xa0;m<sup>2</sup> area of the bed every 30&#xa0;min, from which a central region of c. 1.4&#xa0;m<sup>2</sup> was selected for analysis over the entire field deployment (<xref ref-type="sec" rid="s12">Supplementary Video S1</xref>). The initial step in the analysis of the 3D&#x2013;ARP data was to remove the large-scale bed morphology from the scans using a linear fit. The 3D&#x2013;ARP scans were then corrected for the bedform orientation. <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al. (2018)</xref> found that the bedform migration was closely associated with the maximum stress in the wave cycle. Thus, the default bedform orientation was aligned with the maximum stress direction. This was a reasonable assumption for the vast majority of the bedforms in the 3D&#x2013;ARP scans. However, there were exceptions. If the bedforms were relict, i.e. the maximum shear stress was below &#x3c4;<sub>0</sub>, the last above-threshold orientation was used. These orientations were determined by eye in cases where two types of bedform with different orientations were superimposed on one another. The orientations were not necessarily orthogonal to one another or aligned with the wave or current stresses, because the 3D&#x2013;ARP scanning process takes longer to complete than some rapid changes in bedform orientation. Once the orientation had been decided, the bedform dimensions were determined along three fixed transects, and subsequently averaged together. The dimensions were calculated by the zero-crossing method (<xref ref-type="bibr" rid="B75">Van der Mark et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B38">Kr&#xe4;mer and Winter 2016</xref>) once outliers greater than four standard deviations from the mean were removed. The zero-crossing method was used to locate the position of the crests and troughs, but these were also checked by eye for consistency and to ensure that the dominant dimensions were being faithfully represented. The asymmetry of the bedforms was quantified by the longer crest to trough distance divided by the total bedform length along each transect. The method applied herein to determine bedform heights, lengths and asymmetries was distinct from that of <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al. (2018)</xref>, because it allowed for the measurement of separate heights and lengths for the wave-induced and current-induced parts of combined-flow bedforms.</p>
<p>The bedforms on the seabed were also visualised using a Bedform And Suspended Sediment Imager (BASSI; <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>). The BASSI produces an acoustic curtain over a 2D vertical slice of the near-bed water column, with centimetric resolution over intrawave and turbulence timescales (<xref ref-type="bibr" rid="B48">Moate et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B70">Thorne et&#x20;al., 2018</xref>). The BASSI can thus be used to trace trains of moving bedforms and suspended sediment above these bedforms at higher temporal resolution than the 3D&#x2013;ARP. In the present study, the BASSI was set to record vertical cells of 3.3&#xa0;mm length. The rate of recording was 12.5&#xa0;Hz, the burst length was 10&#xa0;min, and the burst interval was 30&#xa0;min. The analysis of the BASSI data focussed on the bedforms, to obtain an independent check of the bedform dimensions obtained with the 3D&#x2013;ARP as well as a record of high-frequency changes in bed morphology.</p>
<p>During the field deployment, the tidal flats experienced a wide range of current, wave and combined flow conditions (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). Maximum current stresses were largest during the spring tide, 0.7&#xa0;Nm<sup>&#x2212;2</sup>, and up to one order of magnitude smaller during the neap tides. From May 21st to 24th, when neap tide progressed towards spring tide, waves had a strong influence on the hydrodynamics and the bedform evolution, caused by wind ranging from a moderate breeze to gale force (Beaufort scale 4&#x2013;8: 5.8&#x2013;17.6&#xa0;ms<sup>&#x2212;1</sup>). Moderate waves were present at around noon on May 27th (spring tide) and after midnight on May 30th (spring tide progressing towards neap tide). On the other days, waves had little to no influence on the hydrodynamic forcing of the bedforms on the seabed. Wave period ranged from 2 to 10&#xa0;s and wave height was up to 0.5&#xa0;m (<xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Summary of observations during the spring&#x2013;neap cycle. The dates and times for each tidal inundation shown at the top are for time-series of: <bold>(A)</bold> water depth; <bold>(B)</bold> maximum combined stress showing wave and current stress contributions; <bold>(C)</bold> bedform types; <bold>(D)</bold> bedform length; <bold>(E)</bold> bedform height; and <bold>(F)</bold> asymmetry index. The graphs at the bottom right denote: <bold>(G)</bold> distribution of flow types; <bold>(H)</bold> distribution of equilibrium, relict, and transitional bedform states, given in shades of purple; and <bold>(I)</bold> mean and standard deviation of wave&#x2013;current angles for three types of combined-flow ripples and upper-stage plane bed. Colour legend for bedform types in <bold>(C,I)</bold> is shown on bottom left. <bold>(B,C,G,I)</bold> Wave stress and wave ripples are given in shades of blue, current stress and current ripples in shades of red, and combined-flow bedforms in shades of green. The transitional bedforms include non-equilibrium current ripples, which in turn comprise incipient and straight-crested current ripples sensu <xref ref-type="bibr" rid="B6">Baas (1994)</xref>. Clay and EPS content gradually increased from 2 to 5% and 0.05 to 0.08%, respectively, from inundation 16 onwards (<xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>).</p>
</caption>
<graphic xlink:href="feart-09-747567-g003.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Linking Bedforms to Hydrodynamic Data: Observations and Process Interpretations</title>
<sec id="s3-1">
<title>General</title>
<p>
<xref ref-type="fig" rid="F3">Figures 3</xref>&#x2013;<xref ref-type="fig" rid="F10">10</xref>, <xref ref-type="table" rid="T1">Table&#x20;1</xref>, <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>, and <xref ref-type="sec" rid="s12">Supplementary Video S1</xref> provide a detailed summary of all the field data collected on the tidal flat during the spring&#x2013;neap cycle between May 21st and June 3rd, 2013. <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> presents time-series of water depth (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>), wave and current stresses (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), bedform types (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>), bedform length (<xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>), bedform height (<xref ref-type="fig" rid="F3">Figure&#x20;3E</xref>), and asymmetry index (<xref ref-type="fig" rid="F3">Figure&#x20;3F</xref>). The relative importance of currents, waves, and combined flow for the generation of these bedforms is shown in <xref ref-type="fig" rid="F3">Figures&#x20;3G,H</xref> shows the percentage equilibrium, relict, and transitional bedform states. The wave&#x2013;current angles for ladderback ripples, tile-shaped interference ripples, lunate interference ripples, and upper-stage plane beds are plotted in <xref ref-type="fig" rid="F3">Figure&#x20;3I</xref>. <xref ref-type="fig" rid="F4">Figures 4</xref>&#x2013;<xref ref-type="fig" rid="F8">8</xref> show characteristic 3D&#x2013;ARP and BASSI data for selected tidal inundations, and <xref ref-type="fig" rid="F9">Figure&#x20;9</xref> displays the main geometric properties of the equilibrium, relict, and transitional bedform types present, as well as the characteristic hydrodynamic conditions at which these bedforms formed. The phase diagram in <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref> shows how the various bedform types are related to the wave and current stresses, and <xref ref-type="fig" rid="F10">Figure&#x20;10B</xref> shows the equivalent for the wave velocity amplitude, <italic>U</italic>
<sub>0</sub>, and depth-averaged current velocity, <italic>&#x16b;</italic>, as used by <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref>. Whilst both the stresses and velocities are dimensional, the&#x20;stresses in <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref> can more readily be made non-dimensional, e.g., by using Shields parameters (<xref ref-type="bibr" rid="B37">Kleinhans, 2005</xref>), since the median size of the sand particles on the bed was constant in the study&#x20;area.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Equilibrium wave ripples recorded by the <bold>(A)</bold> 3D ARP and <bold>(B)</bold> BASSI at high slack water in tidal inundation 2 (May 22nd, am). <bold>(C</bold>&#x2013;<bold>F)</bold> Bedforms generated during tidal inundation 3: <bold>(C)</bold> Wave ripples evolving into lunate interference ripples during flood; <bold>(D)</bold> Lunate interference ripples during flood; <bold>(E)</bold> Lunate interference ripples evolving into wave ripples at high slack water; <bold>(F)</bold> Small incipient current ripples during ebb. Red, blue and magenta arrows indicate current, wave, and combined flow directions, respectively. The length of the arrows is a qualitative measure of the relative shear stress magnitude. White lines indicate cross-sections along which ripple heights and lengths were measured. The discontinuities in <bold>C,D,F</bold> relate to morphological changes that took place during the 30-min radial scanning&#x20;time.</p>
</caption>
<graphic xlink:href="feart-09-747567-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Bedforms generated during tidal inundation 4. <bold>(A)</bold> Straight-crested current ripples during flood; <bold>(B)</bold> Relict tile-shaped interference ripples at the end of flood; <bold>(C)</bold> Ladderback ripples during high slack water; <bold>(D)</bold> Relict wave ripples with straight but discontinuous crestlines near the end of high slack water. See <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> for explanation of line colours. Dashed arrows in <bold>(D)</bold> denote stresses below threshold of motion.</p>
</caption>
<graphic xlink:href="feart-09-747567-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Bedforms generated during tidal inundation 5. Upper-stage plane bed recorded by the <bold>(A)</bold> 3D&#x2013;ARP and <bold>(B)</bold> BASSI during flood. The 3D&#x2013;ARP image shows wave-parallel longitudinal ribbons. Slowly migrating wave ripples in the process of transforming into straight-crested current ripples, recorded by the <bold>(C)</bold> 3D&#x2013;ARP and <bold>(D)</bold> BASSI during ebb. See <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> for explanation of line colours.</p>
</caption>
<graphic xlink:href="feart-09-747567-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Plan and cross-sectional views (central transect) of bedforms generated during tidal inundation 7. <bold>(A</bold>,<bold>C)</bold> Equilibrium linguoid current ripples during flood; <bold>(B</bold>,<bold>D)</bold> Equilibrium wave ripples during high slack water. See <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> for explanation of line colours.</p>
</caption>
<graphic xlink:href="feart-09-747567-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<bold>(A)</bold> Equilibrium linguoid current ripples formed during ebb in tidal inundation 16; <bold>(B)</bold> Washed-out ripples formed during ebb in inundation 10; <bold>(C)</bold> Tile-shaped interference ripples formed during ebb in inundation 12; <bold>(D)</bold> Ladderback ripples formed during ebb in inundation 12. <bold>(E</bold>&#x2013;<bold>F)</bold> Current ripples in plan form during the neap tide: <bold>(E)</bold> Migrating equilibrium linguoid current ripples formed during ebb in tidal inundation 18; <bold>(F)</bold> Stationary, relict linguoid current ripples at high slack water in tidal inundation 22. See <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> for explanation of line colours.</p>
</caption>
<graphic xlink:href="feart-09-747567-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Schematic drawings of <bold>(A)</bold> straight-crested non-equilibrium current ripples, <bold>(B)</bold> linguoid equilibrium current ripples, <bold>(C)</bold> wave ripples, <bold>(D)</bold> ladderback ripples, <bold>(E)</bold> tile-shaped interference ripples, <bold>(F)</bold> lunate interference ripples. Not to&#x20;scale.</p>
</caption>
<graphic xlink:href="feart-09-747567-g009.tif"/>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>
<bold>(A)</bold> Wave stress, &#x3c4;<sub>
<italic>w</italic>
</sub>, against current stress, &#x3c4;<sub>
<italic>c</italic>
</sub>, for all bedform types. <bold>(B)</bold> Equivalent phase diagram for the wave velocity amplitude, <italic>U</italic>
<sub>0</sub>, against depth-averaged current velocity, <italic>&#x16b;</italic>, based on approximate parameterisations that are specific to this dataset applied to <bold>(A)</bold> (&#x3c4;<sub>
<italic>w</italic>
</sub> &#x3d; 2.313<italic>U</italic>
<sub>0</sub>
<sup>1.37</sup> and &#x3c4;<sub>
<italic>c</italic>
</sub> &#x3d; 1.593<italic>&#x16b;</italic>
<sup>2</sup>); symbols are the same as in <bold>(A)</bold>. Black dashed curves indicate maximum combined stresses for critical limit of sediment motion (based on orthogonal and co-linear wave&#x2013;current end members). Grey dashed curves separate the stability regimes of different bedform types. NM &#x3d; no motion; CR &#x3d; current ripples; WR &#x3d; wave ripples; LAD &#x3d; ladderback ripples; TILE &#x3d; tile-shaped interference ripples; WOR &#x3d; washed-out ripples; LUN &#x3d; lunate interference ripples; UPB &#x3d; upper-stage plane bed. The question mark denotes a field in which washed-out ripples may not form, since lunate interference ripples were found to change into wave ripples without going through a washed-out phase in inundation 3 (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>).</p>
</caption>
<graphic xlink:href="feart-09-747567-g010.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Main properties and characteristic flow conditions for all equilibrium, relict, and transitional bedform types.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Bedform type</th>
<th align="center">Geometry</th>
<th align="center">Flow conditions</th>
<th align="center">&#x23; Cases</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="4" align="left">
<italic>Equilibrium bedforms</italic>
</td>
</tr>
<tr>
<td align="left">Current ripples</td>
<td align="left">Larger than equilibrium wave ripples; 3D in plan view, typically linguoid to irregular; asymmetric in vertical cross-section</td>
<td align="left">Tide-dominated conditions, weak to no wave action; most common in ebb and flood currents; present as relict bedforms at high slack water and during weakest neap tides</td>
<td align="center">52</td>
</tr>
<tr>
<td align="left">Wave ripples</td>
<td align="left">Smaller than equilibrium current ripples; 2D in plan view, straight to sinuous crests with bifurcations; symmetric in vertical cross-section</td>
<td align="left">Wave-dominated conditions, weak to no current; formed at high slack water; may be relict</td>
<td align="center">7</td>
</tr>
<tr>
<td align="left">Lunate interference ripples</td>
<td align="left">Moon-shaped 3D ripples; asymmetric in vertical cross-section; usually larger than equilibrium current ripples</td>
<td align="left">Strong combined flow, with waves usually stronger than currents; wave direction parallel to current direction</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Tile-shaped interference ripples</td>
<td align="left">Square, tile-shaped in plan view; asymmetric in vertical cross-section; usually larger than equilibrium current ripples</td>
<td align="left">Combined flow, variable in strength, but weaker than for lunate interference ripples; large angle between wave and current direction, reflected in two crestline orientations</td>
<td align="center">4</td>
</tr>
<tr>
<td align="left">Ladderback ripples</td>
<td align="left">Current ripples with small wave ripples in trough; crestlines at right angles to each other</td>
<td align="left">Usually formed by waves that modify the trough of larger current ripples in weak combined flow; tend to migrate intact in the current direction</td>
<td align="center">7</td>
</tr>
<tr>
<td align="left">Washed-out ripples</td>
<td align="left">Low-height, washed-out lunate interference ripples and 3D current ripples</td>
<td align="left">Formed by strong waves or currents, but weaker than for upper-stage plane bed</td>
<td align="center">6</td>
</tr>
<tr>
<td align="left">Upper-stage plane bed</td>
<td align="left">Flat bed, possibly with longitudinal ribbons or scours subparallel to wave direction</td>
<td align="left">Very strong waves, currents, or combined flow; sheet flow conditions</td>
<td align="center">5</td>
</tr>
<tr>
<td colspan="4" align="left">
<italic>Relict bedforms</italic>
</td>
</tr>
<tr>
<td align="left">Current ripples</td>
<td align="left">As equilibrium linguoid current ripples</td>
<td align="left">Present below &#x3c4;<sub>0</sub> for tides (and waves); formed by earlier stronger currents; most common around high slack water and during neap tides, with preservation around low slack water during weakest neap tides</td>
<td align="center">60</td>
</tr>
<tr>
<td align="left">Wave ripples</td>
<td align="left">As equilibrium wave ripples</td>
<td align="left">Present below &#x3c4;<sub>0</sub> for waves (and tides); preserved after a period of wave action, usually during weak neap tides or high slack water</td>
<td align="center">8</td>
</tr>
<tr>
<td colspan="4" align="left">
<italic>Transitional bedforms</italic>
</td>
</tr>
<tr>
<td align="left">Non-equilibrium current ripples</td>
<td align="left">Smaller than equilibrium current ripples; incipient or 2D in plan view; partial preservation of antecedent bedforms may cause variation in plan form; asymmetric in vertical cross-section</td>
<td align="left">Present during weak tides above &#x3c4;<sub>0</sub>; mainly forming during flood and ebb currents in relatively shallow water when waves are absent; mostly preceded by wave or interference ripples in ebb currents</td>
<td align="center">10</td>
</tr>
<tr>
<td align="left">Current ripples changing to wave ripples</td>
<td align="left">Combination of 3D and 2D ripples; may resemble the tile-shaped interference ripples</td>
<td align="left">Moderate waves, weak to no currents; waves change 3D current ripples, formed during flood, into 2D wave ripples; characteristic of high slack water</td>
<td align="center">5</td>
</tr>
<tr>
<td align="left">Lunate interference ripples changing to wave ripples</td>
<td align="left">Combination of 3D moon-shaped bedforms and 2D straight-crested bedforms</td>
<td align="left">Combined flow with current direction parallel to wave direction changes into wave-dominated regime; Waves gradually re-establish straight crestlines</td>
<td align="center">2</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Tidal Inundations 1 and 2</title>
<p>In tidal inundations 1 (May 21st, pm) and 2 (May 22nd, am), the current stresses were below &#x3c4;<sub>0</sub> at all times, whereas the wave stresses exceeded &#x3c4;<sub>0</sub> around high slack water (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). In both inundations, the currents and waves were co-linear. The 3D&#x2013;ARP shows small, straight-crested, near-symmetric ripples with bifurcation patterns that are typical of <italic>wave ripples</italic> (<xref ref-type="fig" rid="F4">Figures 4A</xref>, <xref ref-type="fig" rid="F9">9C</xref>, <xref ref-type="fig" rid="F10">10</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>; <xref ref-type="bibr" rid="B2">Allen, 1984</xref>; <xref ref-type="bibr" rid="B60">Perron et&#x20;al., 2018</xref>). Since the wave stress was close to zero at the start of inundation 1, these wave ripples are interpreted as relict bedforms generated by waves in an earlier inundation. During flood and ebb, when current stresses reached 0.09&#x2013;0.18&#xa0;Nm<sup>&#x2212;2</sup>, the wave ripples migrated slowly in the downstream direction (slightly inclined vertical lines in BASSI data in <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>), possibly because these weak currents helped the combined stresses to exceed &#x3c4;<sub>0</sub> (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>). Relatively high, equilibrium wave ripples were present around high slack water on May 22nd, when the wave stress reached 0.5&#xa0;Nm<sup>&#x2212;2</sup> (<xref ref-type="fig" rid="F3">Figures 3B,C,E</xref>), which signifies the precursor of the storm that started to affect the field site later that day. The length of the wave ripples in tidal inundations 1 and 2 was 124&#xa0;mm (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>), whereas the height of these bedforms increased from 10 to 16&#xa0;mm, reaching a temporary maximum of 18&#xa0;mm during the period of large wave stresses in tidal inundation 2 (<xref ref-type="fig" rid="F3">Figures 3B,C,E</xref>).</p>
</sec>
<sec id="s3-3">
<title>Tidal Inundation 3</title>
<p>Tidal inundation 3 (May 22nd, pm) experienced a peak current stress of 0.34&#xa0;Nm<sup>&#x2212;2</sup> during flood and a peak wave stress of 0.8&#xa0;Nm<sup>&#x2212;2</sup> immediately before high slack water (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>), and the currents and waves remained co-linear. Strong combined currents and waves during the flood (&#x3c4;<sub>max</sub> &#x3c; 0.88&#xa0;Nm<sup>&#x2212;2</sup>; <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>) caused the two-dimensional wave ripples of inundation 2 to evolve into larger, more asymmetric bedforms with a moon-shaped plan morphology, classified as <italic>lunate interference ripples</italic> (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;F</xref>, <xref ref-type="fig" rid="F4">4C,D</xref>, <xref ref-type="fig" rid="F9">9F</xref>, <xref ref-type="fig" rid="F10">10</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>). <xref ref-type="fig" rid="F4">Figure&#x20;4C</xref> shows that this process included an initial period in which both bedform types were present on the sediment bed. The lunate interference ripples were particularly high and long for c. 1&#xa0;h around high slack water (<xref ref-type="fig" rid="F3">Figures 3C&#x2013;E</xref>, <xref ref-type="fig" rid="F4">4D</xref>), Thereafter, when the current stress was small and the wave stress decreased, the lunate interference ripples changed back gradually to smaller wave ripples (<xref ref-type="fig" rid="F3">Figures 3B&#x2013;E</xref>, <xref ref-type="fig" rid="F4">4E</xref>). During the ebb, these transitional bedforms formed the nucleus for the formation of <italic>incipient current ripples</italic> (<xref ref-type="bibr" rid="B6">Baas, 1994</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>), which were about half the size of the lunate interference ripples (<xref ref-type="fig" rid="F3">Figures 3A,C&#x2013;E</xref>, <xref ref-type="fig" rid="F4">4F</xref>). The current stress was larger than the wave stress at the end of inundation 3 (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), which supports the presence of these non-equilibrium current ripples.</p>
</sec>
<sec id="s3-4">
<title>Tidal Inundation 4</title>
<p>Tidal inundation 4 (May 23rd, am) reveals complex and rapidly changing hydrodynamics, which caused rapidly changing bed morphology. The wave stress was 0&#x2013;0.50&#xa0;Nm<sup>&#x2212;2</sup> during the flood, it decreased around high slack water, and waves were absent during the ebb (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). The tidal currents rotated clockwise from south-southeast to north-west and the wave direction varied between east and south-east. The 3D&#x2013;ARP recordings start with small, asymmetric, two-dimensional bedforms formed by the flood current (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;F</xref>, <xref ref-type="fig" rid="F5">5A</xref>). These bedforms resemble <italic>straight-crested current ripples</italic> (<xref ref-type="fig" rid="F9">Figures 9A</xref>, <xref ref-type="fig" rid="F10">10</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>), which probably evolved around low slack water from the incipient current ripples in inundation 3. The bed then changed to lunate interference ripples, similar to those in inundation 3 under large co-linear wave and current stresses. Thereafter, the wave stresses fluctuated between 0.06&#xa0;Nm<sup>&#x2212;2</sup> and 0.34&#xa0;Nm<sup>&#x2212;2</sup> (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), the tidal current waned, and the wave&#x2013;current angle increased to 65&#xb0;. This resulted in the formation of tile-shaped bedforms that were clearly asymmetric in cross-section on the 3D&#x2013;ARP and BASSI profiles, with two crest-line orientations that corresponded to the current and wave directions (<xref ref-type="fig" rid="F5">Figures 5B</xref>, <xref ref-type="fig" rid="F9">9E</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>). These <italic>tile-shaped interference ripples</italic> became relict towards the end of the flood (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>), but waves continued to reshape the bed during high slack water by forming small wave ripples in the troughs of the tile-shaped interference ripples, classified as <italic>ladderback ripples</italic> (<xref ref-type="fig" rid="F5">Figures 5C</xref>, <xref ref-type="fig" rid="F9">9D</xref>, <xref ref-type="fig" rid="F10">10</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>; <xref ref-type="bibr" rid="B36">Klein, 1970</xref>). Near the end of high slack water, the ladderback ripples had evolved into wave ripples. Local remnants of the tile-shaped interference ripples caused the wave ripples to have straight but discontinuous crestlines (<xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>) and possibly also an uncharacteristically large asymmetry (<xref ref-type="fig" rid="F3">Figures 3C,F</xref>). The ebb current, in the absence of waves, was strong enough to form small, quickly migrating, incipient to locally straight-crested current ripples (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;E</xref>).</p>
</sec>
<sec id="s3-5">
<title>Tidal Inundations 5 and 6</title>
<p>A storm passed the field site during tidal inundations 5 (May 23rd, pm) and 6 (May 24th, am). The current stresses were generally close to or well above &#x3c4;<sub>0</sub>, with a peak stress of c. 0.6&#xa0;Nm<sup>&#x2212;2</sup> during flood, more than twice the peak stress in inundation 4 (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>). The wave stresses were also larger than in inundation 4, particularly around high slack water (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). <italic>Upper-stage plane beds</italic> (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>, <xref ref-type="fig" rid="F10">10</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>) prevailed during most of the flood tide when the combined stress was in the sheet flow regime (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>). The 3D&#x2013;ARP recorded ribbon-like features (<xref ref-type="bibr" rid="B47">McLean, 1981</xref>), oriented parallel to the wave direction (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>), on these plane beds. In inundation 5, the upper-stage plane bed was preceded during the flood tide by a bed covered in asymmetric, <italic>equilibrium linguoid current ripples</italic> (cf., <xref ref-type="bibr" rid="B6">Baas, 1994</xref>; <xref ref-type="fig" rid="F9">Figures 9B</xref>, <xref ref-type="fig" rid="F10">10</xref>; <xref ref-type="table" rid="T1">Table&#x20;1</xref>), formed when strong currents acted in the same direction as weak waves in relatively shallow water. In inundation 6, however, the plane beds were preceded by <italic>washed-out</italic>, lunate interference <italic>ripples</italic> (<xref ref-type="table" rid="T1">Table&#x20;1</xref>) during somewhat weaker combined flow. The 3D&#x2013;ARP recorded smaller straight-crested to slightly three-dimensional current ripples, when the hydrodynamics were current-dominated, half an hour before the bed was covered with the washed-out ripples (<xref ref-type="fig" rid="F3">Figures 3B,C</xref>). After the flood in both inundations, when the current stresses were small, but the wave stresses caused &#x3c4;<sub>max</sub> &#x3e;&#x3e; &#x3c4;<sub>0</sub>, washed-out ripples (<xref ref-type="table" rid="T1">Table&#x20;1</xref>) and then more pronounced ripples with straight but discontinuous crestlines appeared on the flat bed. Based on the dominance of wave action and the large wave&#x2013;current angle, these bedforms are interpreted as wave ripples in which the weak tidal current disrupted the two-dimensional plan morphology. The wave-free ebb current (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>) may have been just powerful enough to move the wave ripples in a downstream direction (<xref ref-type="fig" rid="F6">Figure&#x20;6C</xref>), given their low migration rate (<xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>), and initiate a change to current ripples at the end of the inundation.</p>
</sec>
<sec id="s3-6">
<title>Tidal Inundation 7</title>
<p>At the start of tidal inundation 7 (May 24th, pm), the storm had peaked and the tide was midway between neap and spring. The current stresses dominated the combined stresses during the flood and ebb, reaching 0.48&#xa0;Nm<sup>&#x2212;2</sup> and 0.25&#xa0;Nm<sup>&#x2212;2</sup>, respectively, and the wave stresses pushed the combined stresses above &#x3c4;<sub>0</sub> around high slack water (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). Current ripples and wave ripples dominated this inundation. Downstream-migrating equilibrium linguoid current ripples (<xref ref-type="bibr" rid="B6">Baas, 1994</xref>) formed during the flood (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>, <xref ref-type="fig" rid="F7">7A,C</xref>). At high slack water, moderate waves slowly modified these current ripples into wave ripples by slightly decreasing the asymmetry and forming more continuous crestlines. Upon the decrease in wave stress during ebb, these wave ripples became relict and then changed gradually to more asymmetric equilibrium linguoid current ripples (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C,F</xref>,&#x20;<xref ref-type="fig" rid="F7">7B,D</xref>).</p>
</sec>
<sec id="s3-7">
<title>Tidal Inundations 8 to 16</title>
<p>Except for tidal inundation 12 (May 27th, am), the wave stresses were small or absent in tidal inundation 8 (May 25th, am) to inundation 16 (May 29th, pm) (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>). Current-generated bedforms therefore dominated these inundations. Equilibrium linguoid current ripples formed during the flood and ebb tides (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>, <xref ref-type="fig" rid="F8">8A</xref>). These bedforms were stationary and thus relict during high slack water, even when the bed was exposed to weak waves in inundations 10, 11, 15, and 16. The BASSI data show that the migration rate of these ripples increased, as the current stresses increased (cf., <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>). Spring tidal current stresses peaked at 0.6&#x2013;0.7&#xa0;Nm<sup>&#x2212;2</sup> in the final recording of the ebb in inundations 10 and 11 (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>), resulting in the formation of washed-out ripples (<xref ref-type="fig" rid="F3">Figures 3C</xref>, <xref ref-type="fig" rid="F8">8B</xref>). On either side of these peak spring inundations, the ebb current formed merely linguoid current ripples.</p>
<p>Spring tide inundation 12 was different in that it captured large maximum current stresses in combination with moderate wave stresses during high slack water that caused the combined stresses to be above &#x3c4;<sub>0</sub> throughout the inundation (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). These conditions led to a dominance of two types of combined-flow bedforms, both of which formed at large wave&#x2013;current angles of between 40&#xb0; and 85&#xb0;. Tile-shaped interference ripples were recorded during the last hour of the flood tide (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>, <xref ref-type="fig" rid="F8">8C</xref>). These bedforms replaced equilibrium linguoid current ripples that formed earlier, when the current stress was at its peak and waves were absent. The second type of combined-flow bedforms were ladderback ripples (<xref ref-type="fig" rid="F8">Figure&#x20;8D</xref>). These bedforms formed during high slack water and the ebb, mostly when the wave stresses were larger than the current stresses, and they were roughly 50% lower and shorter than the tile-shaped interference ripples (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;E</xref>). The height and length of the subordinate bedforms in the trough of the ladderback ripples gradually decreased in time in parallel with a gradual change from wave-dominated to current-dominated flow. The final recording during the ebb, when the flow depth had reduced to 1.72&#xa0;m and waves were absent, revealed asymmetric, non-equilibrium current ripples that were partly straight-crested and in the process of replacing the ladderback ripples (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>).</p>
</sec>
<sec id="s3-8">
<title>Tidal Inundation 17</title>
<p>The wave stress had a significant influence on the bedform dynamics during tidal inundation 17 (May 30th, am). Wave stress dominated the combined stress around high slack water, whereas the current stress was dominant during the flood and ebb (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). Consequently, the 3D&#x2013;ARP data show a bed occupied by equilibrium linguoid current ripples during most of the flood. The waves gradually changed these current ripples into wave ripples over high slack water and then into ladderback ripples at the start of the ebb. The final recording shows bedforms in which the wave-generated &#x201c;steps&#x201d; of the ladderback patterns had almost disappeared and the current-generated crests had become more pronounced; these bedforms thus started to resemble non-equilibrium straight-crested current ripples. All the bedforms in inundation 17 migrated in the direction of the flood and ebb current, helped by the waves when the current stress was small. The current ripples were more asymmetric than the wave ripples and the ladderback ripples (<xref ref-type="fig" rid="F3">Figures&#x20;3C,F</xref>).</p>
</sec>
<sec id="s3-9">
<title>Tidal Inundations 18 to 25</title>
<p>Tidal inundations 18 (May 30th, pm) to 21 (June 1st, am) experienced small wave stresses and peak current stresses that progressively decreased, in line with the change from spring to neap tide, but were above &#x3c4;<sub>0</sub> (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). This current dominance resulted in the formation of asymmetric equilibrium current ripples (<xref ref-type="fig" rid="F3">Figures 3C</xref>, <xref ref-type="fig" rid="F8">8E</xref>) that were stationary, and therefore classified as relict, when the current stress was below c. 0.18&#xa0;Nm<sup>&#x2212;2</sup>. These current ripples migrated during part of the flood in inundation 18, but this swapped to migration during the ebb in inundations 20 and 21. In the intermediate inundation 19, the current ripples migrated during both the flood and ebb tides (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). The bed morphologies can be followed across the low slack water between the tidal inundations, as the current ripples migrated over a short distance without radically changing their plan morphology. When waves were present, the wave stress was largest during high slack water, but this did not significantly modify the current ripples.</p>
<p>During the neap tide inundations 22&#x2013;25, the linguoid current ripples that were actively migrating earlier became stationary and therefore relict (<xref ref-type="fig" rid="F8">Figure&#x20;8F</xref>). Waves were entirely absent, and all flood and ebb current stresses were below 0.12&#xa0;Nm<sup>&#x2212;2</sup> and thus too weak to move the current ripples (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>), even at shallow depths around low slack&#x20;water.</p>
</sec>
</sec>
<sec id="s4">
<title>Linking Bedforms to Hydrodynamic Data: Synthesis</title>
<sec id="s4-1">
<title>Bedform Phase Diagram for Combined-Flow Bedforms</title>
<p>As expected, equilibrium current ripples (<xref ref-type="fig" rid="F9">Figure&#x20;9B</xref>) formed when the combined stress was above &#x3c4;<sub>0</sub> &#x3d; 0.18&#xa0;Nm<sup>&#x2212;2</sup> for 0.227&#xa0;mm sand and current-dominated (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>). The equilibrium current ripples formed at stresses below c. 0.65&#xa0;Nm<sup>&#x2212;2</sup>. Likewise, equilibrium wave ripples (<xref ref-type="fig" rid="F9">Figure&#x20;9C</xref>) formed at wave-dominant combined stresses between 0.18&#xa0;Nm<sup>&#x2212;2</sup> and 0.65&#xa0;Nm<sup>&#x2212;2</sup>. The grey dashed lines near to the axes in <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref> delimit the stability regimes of equilibrium wave ripples and equilibrium current ripples, based, on the following equations:</p>
<p>
<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>, regime boundaries for equilibrium wave ripples:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.2</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mn>0.18</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.65</mml:mn>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>
<xref ref-type="disp-formula" rid="e4">Eq. 4</xref>, regime boundaries for equilibrium current ripples:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>3.3</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mn>0.18</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.65</mml:mn>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>Using <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> to calculate &#x3c4;<sub>0</sub> for single and combined currents and waves, the black dashed quarter circle in <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>, based on &#x3c6; &#x3d; 90&#xb0;, accurately delimits a no-motion regime with stationary, and therefore relict current ripples and wave ripples. The black dashed straight line, based on &#x3c6; &#x3d; 0&#xb0;, is shown for comparison. Non-equilibrium, incipient and straight-crested current ripples (<xref ref-type="fig" rid="F9">Figure&#x20;9A</xref>) plot mostly within the current ripple stability regime, but these bedforms are characterised by combined stresses between 0.18&#xa0;Nm<sup>&#x2212;2</sup> and 0.44&#xa0;Nm<sup>&#x2212;2</sup> (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>). Such small current stresses explain the transitional state of these bedforms, as non-equilibrium current ripples need more time to reach linguoid equilibrium morphology as the current stress is reduced (<xref ref-type="bibr" rid="B6">Baas, 1994</xref>, <xref ref-type="bibr" rid="B7">1999</xref>; <xref ref-type="bibr" rid="B55">Oost and Baas, 1994</xref>) and therefore are more likely to be recorded at small than at large current stresses. For a similar reason, bedforms that were transitional from current ripples to wave ripples plot at small, combined stresses, where the wave stresses dominate (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>).</p>
<p>With few exceptions, the combined-flow bedforms plot well outside the stability regimes for current ripples, wave ripples, and no motion in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>. Lunate interference ripples (<xref ref-type="fig" rid="F9">Figure&#x20;9F</xref>) have combined wave&#x2013;current stresses between 0.8&#xa0;Nm<sup>&#x2212;2</sup> and 0.9&#xa0;Nm<sup>&#x2212;2</sup>, when the wave direction was almost parallel to the current direction (<xref ref-type="fig" rid="F3">Figure&#x20;3I</xref>) and the wave stresses were larger than the current stresses (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>). The lunate interference ripples may correspond to the lunate megaripples and the oriented hummocks in the combined-flow phase diagram of <xref ref-type="bibr" rid="B37">Kleinhans (2005)</xref>. The ladderback ripples (<xref ref-type="fig" rid="F9">Figure&#x20;9D</xref>) and tile-shaped interference ripples (<xref ref-type="fig" rid="F9">Figure&#x20;9E</xref>) were stable at smaller combined stresses than the lunate interference ripples. The ladderback ripples formed at combined stresses of 0.26&#x20;&#xb1; 0.04&#xa0;Nm<sup>&#x2212;2</sup>. The tile-shaped interference ripples formed at a slightly larger combined stress of 0.33&#x20;&#xb1; 0.08&#xa0;Nm<sup>&#x2212;2</sup>, but there is a substantial overlap in the combined stresses for these two bedform types. The angles between the wave and current directions for the ladderback and tile-shaped interference ripples were mostly above 45&#xb0; (<xref ref-type="fig" rid="F3">Figure&#x20;3I</xref>). The ladderback and tile-shaped interference ripples may correspond to the mixed wave&#x2013;current ripples and the three-dimensional asymmetrical ripples in the combined-flow phase diagrams of <xref ref-type="bibr" rid="B37">Kleinhans (2005)</xref> and <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref>, respectively. These phase diagrams also include symmetric and asymmetric dunes between ripples and upper-stage plane beds for a similar grain size, but these large bedforms were not present at the study site. This may be because the flow conditions changed too quickly for dunes to develop, causing wave ripples and current ripples to change directly to and from washed-out ripples and upper-stage plane&#x20;bed.</p>
<p>Washed-out ripples formed mainly at large shear stresses in current-dominant and wave-dominated flow, averaging 0.69&#xa0;Nm<sup>&#x2212;2</sup> (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>). In contrast, upper-stage plane beds mostly required strong combined stresses between 0.81&#xa0;Nm<sup>&#x2212;2</sup> and 1.20&#xa0;Nm<sup>&#x2212;2</sup>. The formation of upper-stage plane beds appears independent of the wave&#x2013;current angle, because it covers a wide range of angles from 0&#xb0; to 70&#xb0; (<xref ref-type="fig" rid="F3">Figure&#x20;3I</xref>) whereas the lunate interference ripples are confined to angles less than 25&#xb0;. Combined stresses of 0.78&#xa0;Nm<sup>&#x2212;2</sup> and 0.89&#xa0;Nm<sup>&#x2212;2</sup> can be used to separate the stability regime of the lunate interference ripples from that of washed-out ripples and upper-stage plane bed under strong wave-dominated conditions (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>). Lunate interference ripples do not appear to form under current-dominated conditions, approximated by a gradual tapering of the phase boundary between lunate interference ripples and upper-stage plane bed in <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>, according to the following equation:</p>
<p>
<xref ref-type="disp-formula" rid="e5">Eq. 5</xref>, regime boundaries for lunate interference ripples:<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.593</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.621</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mn>0.39</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0.66</mml:mn>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>Comparing the field-based bedform phase diagrams in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref> with laboratory-based phase diagrams (e.g., <xref ref-type="bibr" rid="B5">Arnott and Southard, 1990</xref>; <xref ref-type="bibr" rid="B87">Yokokawa et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B23">Dumas et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B37">Kleinhans, 2005</xref>; <xref ref-type="bibr" rid="B71">Tinterri, 2011</xref>; <xref ref-type="bibr" rid="B59">Perillo et&#x20;al., 2014</xref>) is complicated by the large number of physical variables that bedform dynamics are controlled by under natural wave&#x2013;current conditions. Phase diagrams of the principal form presented in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> do not incorporate the effects of, for example, grain diameter, water depth, wave&#x2013;current angle, wave period, bed clay content, and tide-induced shear-stress variations. Although <xref ref-type="bibr" rid="B23">Dumas et&#x20;al. (2005)</xref> and <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref> proposed phase diagrams for different wave periods and grain diameters, no diagram covers a full range of controlling parameters yet. Another difference is that the field data were collected in an intertidal environment, where the hydrodynamic forcing changed on the scale of tens of minutes, whereas the laboratory-based phase diagrams used constant wave and current forcing, thus essentially simulating subtidal conditions in which bedforms are more likely to be in equilibrium with the hydrodynamic forcing and water depth plays a smaller role than in intertidal environments. For example, storm waves were found to have only a small effect on bedform dynamics during shallow water at the field&#x20;site.</p>
<p>Despite these complications, some of the bedforms found at the field site can be matched to those recognised in experimental flumes. The linguoid current ripples and wave ripples in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref> correspond to the 3D current ripples and 2D/3D symmetric ripples of <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref>, respectively. These bedforms also appear in the phase diagrams of <xref ref-type="bibr" rid="B5">Arnott and Southard (1990)</xref>, <xref ref-type="bibr" rid="B87">Yokokawa et&#x20;al. (1995)</xref>, and <xref ref-type="bibr" rid="B23">Dumas et&#x20;al. (2005)</xref>, but a comparison of forcing parameters is hampered by the small current velocities simulated in these experiments. The stability regime of the tile-shaped interference ripples overlaps with the 3D quasi-asymmetrical and asymmetrical ripples of <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref>, although the plan morphology of the tile-shaped interference ripples in this study is more regular. This difference might be explained by the fact that the tile-shaped interference ripples were formed at large wave&#x2013;current angles and <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref>&#x2019;s 3D quasi-asymmetric and asymmetric ripples were associated with co-linear waves and currents. Subaqueous dunes were not found at the field site. Instead, the stability fields of 3D symmetric and asymmetric dunes and current dunes of <xref ref-type="bibr" rid="B59">Perillo et&#x20;al. (2014)</xref> are occupied by washed-out ripples, lunate interference ripples, and upper-stage plane beds in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>. This may be a key characteristic of intertidal environments, where water depths are generally shallow and rapidly changing, thus hindering the development of dunes, which need greater water depths and more time to form than ripple-sized bedforms. Dunes were seen on intertidal flats adjacent to the field site, but these dunes were poorly defined, with large form indices&#x2014;the ratio between length and height. The 3D-ARP data did not show any hummocks, which have been considered to form in combined flow (<xref ref-type="bibr" rid="B21">Duke, 1985</xref>; <xref ref-type="bibr" rid="B5">Arnott and Southard, 1990</xref>; <xref ref-type="bibr" rid="B23">Dumas et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B22">Dumas and Arnott, 2006</xref>; <xref ref-type="bibr" rid="B71">Tinterri, 2011</xref>). The washed-out ripples at the field site are probably nearest to small-scale hummocks (<xref ref-type="bibr" rid="B71">Tinterri, 2011</xref>), because these share a similar size and large form index, but their shape is closer to flattened current ripples and lunate interferences ripples. The lack of conventional hummocks at the field site agrees with the facts that: 1) hummocks have not been described in estuarine sedimentary sequences (<xref ref-type="bibr" rid="B71">Tinterri, 2011</xref>, his Table&#x20;2); 2) hummocky cross-stratification serves &#x201c;as a useful indicator of deposition in unrestricted, open-water conditions&#x201d; (<xref ref-type="bibr" rid="B23">Dumas et&#x20;al., 2005</xref>) instead of semi-enclosed esturaries, and; 3) hummocks form by wave-dominated combined flows with wave periods of 8&#x2013;10&#xa0;s (<xref ref-type="bibr" rid="B23">Dumas et&#x20;al., 2005</xref>), whereas the measured wave periods at the field site were c. 6&#x2013;8&#xa0;s for the lunate interference ripples, washed-out ripples, and upper-stage plane beds and c. 3&#x2013;6&#xa0;s for the wave ripples. Hence, a dominance of ladderback ripples and tile-shaped and lunate interference ripples over hummocks and dunes might be diagnostic in sedimentary successions of estuarine mixed sand&#x2013;mud tidal&#x20;flats.</p>
</sec>
<sec id="s4-2">
<title>Temporal Distribution of Bedforms</title>
<p>The time-series in <xref ref-type="fig" rid="F3">Figures 3A&#x2013;F</xref> reveal that equilibrium current ripples dominated the flood and ebb during spring tides; these bedforms were relict for a short period around high slack water. Some of the highest-energy ebb currents during the spring tide, at current stresses of 0.6 Nm<sup>&#x2212;2</sup> &#x2013; 0.7&#xa0;Nm<sup>&#x2212;2</sup> (inundations 10 and 11), were able to form washed-out ripples from these equilibrium current ripples. The flood currents during spring tide did not form washed-out ripples within the measurement period, even though the shear stress was occasionally as large as in the ebb currents (e.g., tidal inundation 11). The relict current ripples became progressively less frequent in the runup to spring tide and more frequent during the transition from spring to neap tide. Around neap tide, the current ripples stopped moving altogether and near-identical bed morphologies could be traced across areal exposure in tidal inundations 22&#x2013;25 (<xref ref-type="fig" rid="F8">Figures&#x20;8E,F</xref>).</p>
<p>Water surface waves modified or replaced the current-generated bedforms during nine tidal inundations. The wave stresses were largest just before and at high slack water, suggesting that during ebb and most of the flood, when water depths were up to 3&#xa0;m lower than during high slack water, waves largely dissipated before reaching the study site. This resulted in 23% of the bedforms showing wave-dominance or combined-flow properties (<xref ref-type="fig" rid="F3">Figure&#x20;3G</xref>). The storm waves between May 22nd and 24th (inundations 3&#x2013;6) had the largest influence on the bed morphology. The relict wave ripples at the start of inundation 2 evolved into equilibrium wave ripples when the waves were strong enough to move sediment around high slack water. Combined flow was dominant at the peak of storm intensity, resulting in the development of tile-shaped interference ripples and ladderback ripples at relatively weak current stresses, and lunate interference ripples, washed-out ripples and upper-stage plane beds at relatively large current stresses. The bedform evolution closely followed temporal changes in wave stress, best exemplified in inundations 4 and 6. In inundation 4, non-equilibrium current ripples existed when waves were absent. These current ripples then rapidly evolved into lunate interference ripples as the wave stress quickly increased, followed by tile-shaped interference ripples, ladderback ripples and wave ripples during decreasing current and wave stresses, and ending with non-equilibrium current ripples in the wave-free ebb current. Inundation 6 also started and ended with non-equilibrium current ripples. In between these, washed-out ripples followed by upper-stage plane beds formed around peak wave stress. Eventually, wave ripples and then current ripples formed during decreasing wave stress and small current stresses. The wave stress during tidal inundation 7 was just large enough to form wave ripples from relict current ripples during high slack water. These wave ripples became relict and then evolved into current ripples during the ebb. In inundation 17, ladderback ripples formed as an intermediate stage between the wave ripples and the current ripples. Finally, relatively weak waves affected the bed during the spring tide of inundation 12, forming a temporal sequence of tile-shaped interference ripples to ladderback ripples over high slack water and the ensuing ebb&#x20;tide.</p>
<p>In summary, the field data show that strong waves lead to the formation of predominately lunate interference ripples, washed-out ripples and upper-stage plane beds, whereas weaker waves generate merely tile-shaped interference and ladderback ripples. Spring tides promote the development of upper-stage plane beds. In this dynamic environment, only 50% of the bedforms were found to be in equilibrium with the flow conditions (<xref ref-type="fig" rid="F3">Figure&#x20;3H</xref>).</p>
</sec>
<sec id="s4-3">
<title>Comparison of Bedform Dimensions and Geometric Properties</title>
<p>
<xref ref-type="fig" rid="F3">Figures 3D,E</xref> show that the bedforms found in the study area are remarkably similar in height and length, even though the sediment bed was exposed to substantial variations in current stresses during the neap&#x2013;spring cycle and to several periods of large wave and combined stresses. Except for the upper-stage plane beds, bedform height and length ranged from 11 to 17&#xa0;mm (average: 14&#x20;&#xb1; 2&#xa0;mm) and from 122 to 192&#xa0;mm (average: 149&#x20;&#xb1; 23&#xa0;mm), respectively. However, within this small range of bedform dimensions, which will be covered in more detail in the following sections, distinct differences in the asymmetry index and form index were distinguished, when grouped based on bedform type (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>
<bold>(A)</bold> Mean asymmetries and <bold>(B)</bold> form indices, including standard deviation of the mean, for all bedform types observed in the field campaign and separated into wave-dominated (blue) and current-dominated (red).</p>
</caption>
<graphic xlink:href="feart-09-747567-g011.tif"/>
</fig>
<p>Although fully symmetric ripples, i.e.,&#x20;with an asymmetry index of 0.5, did not form, the wave ripples were more symmetric than the current ripples and the interference ripples, with the lunate interference ripples, tile-shaped interference ripples, and washed-out ripples showing the highest asymmetry (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>). Based on their phase space positions in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>, a set of wave-dominated bedforms can be grouped together, including the transitional current&#x2013;to&#x2013;wave, lunate interference, transitional lunate&#x2013;to&#x2013;wave, and wave ripples. The ladderback and tile-shaped interference ripples are wave-influenced, but these bedforms are grouped with the remaining current-dominated ripples, because the near orthogonal waves and currents resulted in two distinct sets of bedforms where those associated with the waves were subordinate. Except for the transitional current&#x2013;to&#x2013;wave and lunate interference ripples, the asymmetry index for the wave-dominated bedforms was below 0.61, the significance of which will be explained in the next section, and this provides a way of distinguishing wave- and current-dominated bedforms. The wave ripples had the lowest form index of all the bedform types encountered at the study site, and indeed a form index of below 10 distinguishes all but the lunate interference ripples in the wave-dominated set. The tile-shaped interference ripples had relatively high asymmetry and form indices whereas the ladderback ripples had indices much more in keeping with current ripples. Although being considerably smaller, the subordinate bedforms in the trough of the ladderback ripples had similar form and asymmetry indices to the main bedforms. As expected, the washed-out ripples had the highest form and asymmetry indices (<xref ref-type="bibr" rid="B11">Baas and De Koning, 1995</xref>; <xref ref-type="fig" rid="F11">Figure&#x20;11</xref>). The size and shape of the transitional lunate&#x2013;to&#x2013;wave and current&#x2013;to&#x2013;wave ripples were in between their end members. For the transitional current&#x2013;to&#x2013;wave ripples, the form index already represented that of the wave ripples, but the asymmetry was still closer to that of the current ripples (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>).</p>
</sec>
<sec id="s4-4">
<title>Predicting the Size of Bedforms Affected by Waves</title>
<p>The bedforms that were affected by waves in the field area include equilibrium and relict wave ripples, ladderback ripples, tile-shaped and lunate interference ripples, and transitional current&#x2013;to&#x2013;wave and lunate&#x2013;to&#x2013;wave ripples. The widely used wave bedform size predictor of <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> is chosen to verify if it is sufficiently accurate to generalise the relationships between wave-generated and combined-flow bedform size, and flow and sediment parameters found in this study. The non-iterative version of <xref ref-type="bibr" rid="B84">Wiberg and Harris&#x2019; (1994)</xref> predictor (<xref ref-type="bibr" rid="B44">Malarkey and Davies, 2003</xref>; <xref ref-type="app" rid="app1">Appendix Equation A2</xref>) depends only on the ratio of the wave orbital diameter, <italic>d</italic>
<sub>0</sub>, (&#x3d; <italic>TU</italic>
<sub>0</sub>/&#x3c0;, where <italic>T</italic> is the wave period and <italic>U</italic>
<sub>0</sub> is the wave velocity amplitude; <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>) and the median grain diameter, <italic>D</italic>
<sub>50</sub>. The predictor distinguishes between orbital ripples (<italic>d</italic>
<sub>0</sub>/<italic>D</italic>
<sub>50</sub> &#x3c; 1754), where the bedform dimensions depend on the orbital diameter, anorbital ripples (<italic>d</italic>
<sub>0</sub>/<italic>D</italic>
<sub>50</sub> &#x3e; 5,587), where the bedform dimensions depend on the grain diameter, and suborbital ripples (1754 &#x3c; <italic>d</italic>
<sub>0</sub>/<italic>D</italic>
<sub>50</sub> &#x3c; 5,587) where the bedform dimensions depend on both the orbital and grain diameters. <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref> produced a similar wave ripple predictor, whereas some researchers have done away with the intermediate suborbital range (e.g., <xref ref-type="bibr" rid="B72">Traykovski, 2007</xref>). The presence of a small current is accounted for with an enhanced orbital diameter, <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>, following the approach of <xref ref-type="bibr" rid="B39">Lacy et&#x20;al. (2007)</xref>:</p>
<p>
<xref ref-type="disp-formula" rid="e6">Eq. 6</xref>, Enhanced orbital diameter:<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>d</mml:mi>
<mml:mn>0</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.25</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mi>&#x3b4;</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mi>T</mml:mi>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mi>&#x3b4;</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <italic>u</italic>
<sub>&#x3b4;</sub> &#x3d; 0.65<italic>&#x16b;</italic> is the current velocity at c. 20&#xa0;mm above the bed in terms of <italic>&#x16b;</italic>, the depth-averaged current velocity. In the absence of a current, <italic>&#x16b;</italic> &#x3d; 0, the enhanced orbital diameter returns to its wave-only value, <italic>d</italic>
<sub>
<italic>wc</italic>
</sub> &#x3d; <italic>d</italic>
<sub>0</sub>. As in the wave-only case, <xref ref-type="disp-formula" rid="e6">Eq. 6</xref> determines the distance a particle is advected in half a wave cycle. This definition is only meaningful if the magnitude of the freestream velocity has two minima in the wave cycle, corresponding to (<italic>u</italic>
<sub>&#x3b4;</sub>/<italic>U</italic>
<sub>0</sub>)cos<italic>&#x3c6;</italic> &#x3c; 1. Therefore, <xref ref-type="disp-formula" rid="e6">Eq. 6</xref> was applied only when this condition was met. The comparison for the measured bedform heights and lengths is shown in <xref ref-type="fig" rid="F12">Figures&#x20;12A,B</xref>.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>
<bold>(A)</bold> Length and <bold>(B)</bold> height for equilibrium wave ripples and relict, above-threshold (based on <inline-formula id="inf1">
<mml:math id="m7">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>) wave ripples, lunate interference ripples and transitional current&#x2013;to&#x2013;wave and lunate&#x2013;to&#x2013;wave ripples, using <italic>d</italic>
<sub>wc</sub> (<xref ref-type="disp-formula" rid="e6">Eq. 6</xref>), and for the subordinate bedforms in ladderback and tile-shaped interference ripples, using <italic>d</italic>
<sub>0</sub> (<xref ref-type="app" rid="app1">Appendix Equation A2</xref>), compared to the <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> predictor (WH94). <bold>(C)</bold> Asymmetry index and <xref ref-type="bibr" rid="B62">Sato and Horikawa&#x2019;s (1986)</xref> asymmetry prediction (SH86) against freestream wave velocity asymmetry from Stokes second order theory, <italic>U</italic>
<sub>max</sub>/<italic>U</italic>
<sub>0</sub>. <bold>(D)</bold> Relative current shear stress against wave asymmetry. Symbols in <bold>(B,C,D)</bold> are the same as in <bold>(A)</bold>, with vertical lines denoting error bars (one standard deviation); grey shading reflects the spread of the original data; O &#x3d; orbital, S &#x3d; suborbital, A &#x3d; anorbital, and dashed lines in <bold>(A)</bold> correspond to 535<italic>D</italic>
<sub>50</sub> and 806<italic>D</italic>
<sub>50</sub> and in <bold>(B)</bold> correspond to 68<italic>D</italic>
<sub>50</sub>. <bold>(C,D)</bold> do not show the lunate interference ripples with the largest <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>/<italic>D</italic>
<sub>50</sub> values from <bold>(A,B)</bold> with an asymmetry index of 0.64 and relative current shear stress of 0.58, because of an unrealistically large wave asymmetry. The dashed line in <bold>(D)</bold> is an inverse trend&#x20;line.</p>
</caption>
<graphic xlink:href="feart-09-747567-g012.tif"/>
</fig>
<p>The subordinate bedforms in the ladderback and tile-shaped interference ripples are of interest here, since the crest of these bedforms tend to be oriented perpendicular to the wave propagation direction. It is therefore anticipated that these subordinate bedforms are dependent on the wave-only orbital diameter <italic>d</italic>
<sub>0</sub>, rather than <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>. The subordinate dimensions of the ladderback and tile-shaped interference ripples tend to be lower than the dimensions of the wave ripples. Their lengths are in the orbital range, but their heights are lower than expected for orbital ripples (<xref ref-type="fig" rid="F12">Figures 12A,B</xref>). This may be because the subordinate bedforms are topographically constrained by their superimposition on the main bedforms in the ladderback and tile-shaped interference ripples.</p>
<p>
<xref ref-type="fig" rid="F12">Figure&#x20;12A</xref> shows that the relict wave ripples fall to the left of the grey shading associated with the original experimental scatter of <xref ref-type="bibr" rid="B84">Wiberg and Harris&#x2019; (1994)</xref> predictor, because the orbital diameters of the waves were too weak to influence the bedforms. Moreover, most equilibrium wave ripples and transitional current&#x2013;to&#x2013;wave ripples fall within the original laboratory and field data scatter and have lengths that are close to <xref ref-type="bibr" rid="B84">Wiberg and Harris&#x2019; (1994)</xref> anorbital value of 535<italic>D</italic>
<sub>50</sub>. Most of these ripple types can be considered as suborbital, but their dimensions correspond to anorbital ripples. This agrees with a laboratory study by <xref ref-type="bibr" rid="B39">Lacy et&#x20;al. (2007)</xref>, who found that wave-dominated ripples in combined wave&#x2013;current flow fall in a similar suborbital region of the <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> plot. Anorbital ripples are analogous to current ripples in that their size depends only on the grain diameter. This may explain why there were only modest changes in the ripple dimensions during the field campaign when evolving from wave-dominated to current-dominated conditions. Indeed, since several wave ripples developed from current ripples at the beginning of the flood and weak currents commonly accompanied the wave ripples (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>), we infer that these currents may have forced the wave ripples towards becoming anorbital.</p>
<p>Because of their formation under wave-dominated conditions (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>), it is reasonable to test the lunate interference ripples against the <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> predictor. These bedforms tend towards the anorbital range, but their length is larger than the predicted value for anorbital bedforms. Various researchers have found that the dimensions of anorbital ripples can have wave-period dependence (<xref ref-type="bibr" rid="B49">Mogridge et&#x20;al., 1994</xref>; <xref ref-type="bibr" rid="B54">O&#x2019;Donoghue et&#x20;al., 2006</xref>), which is reflected in the scatter in the original <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> data in <xref ref-type="fig" rid="F12">Figure&#x20;12A</xref>. This wave-period dependence may thus also apply to the lunate interference ripples.</p>
<p>For practical purposes, the length of the equilibrium and relict wave ripples and the transitional current&#x2013;to&#x2013;wave ripples can be considered constant, hence independent of the orbital diameter, at <xref ref-type="bibr" rid="B84">Wiberg and Harris&#x2019; (1994)</xref> anorbital value of 535<italic>D</italic>
<sub>50</sub>. However, the length of the lunate interference ripples, which is distinct from the wave ripples, is better described by 806<italic>D</italic>
<sub>50</sub>. Hence, <italic>L</italic>&#x20;&#x3d; 535<italic>D</italic>
<sub>50</sub>, for <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>/<italic>D</italic>
<sub>50</sub> &#x3c; 5,320 and L &#x3d; 806<italic>D</italic>
<sub>50</sub>, for <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>/<italic>D</italic>
<sub>50</sub> &#x2265; 5,320 (<xref ref-type="fig" rid="F12">Figure&#x20;12A</xref>). Assuming that the bedform height can also be represented by a constant value, the mean of all the heights, other than for the lunate interference ripples, gives <italic>H</italic>&#x20;&#x3d; 68<italic>D</italic>
<sub>50</sub> (<xref ref-type="fig" rid="F12">Figure&#x20;12B</xref>). Since the lunate interference ripples represent wave-dominated bedforms with the highest combined stress before upper-stage plane beds develop and are well described by <xref ref-type="bibr" rid="B84">Wiberg and Harris&#x2019; (1994)</xref> predicted heights for anorbital ripples, a better predictor in this case would be <italic>H</italic>&#x20;&#x3d; 68<italic>D</italic>
<sub>50</sub> for <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>/<italic>D</italic>
<sub>50</sub> &#x3c; 5,320 and <italic>H</italic>&#x20;&#x3d; <italic>H</italic>
<sub>
<italic>WH</italic>
</sub>, for <italic>d</italic>
<sub>
<italic>wc</italic>
</sub>/<italic>D</italic>
<sub>50</sub> &#x2265; 5,320, where <italic>H</italic>
<sub>
<italic>WH</italic>
</sub> is the height from the <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> predictor. This yields a representative form index of c. 7.7 for the wave ripples and transitional current&#x2013;to&#x2013;wave ripples and 12.5 for the lunate interference ripples. These predicted form indices are close to those shown in <xref ref-type="fig" rid="F11">Figure&#x20;11B</xref>.</p>
<p>Since it is anticipated that wave ripples are more symmetric than current ripples and perhaps combined-flow bedforms, it is worth comparing the asymmetry indices of the wave ripples, lunate interference ripples and transitional current&#x2013;to&#x2013;wave ripples with the asymmetry indices found in literature. <xref ref-type="bibr" rid="B62">Sato and Horikawa (1986)</xref> determined that the asymmetry of wave ripples formed in the laboratory has an upper limit of 0.61, based on the steepest part of the upstream slope reaching the angle of repose. The ripple asymmetry increased up to this limit with increasing wave asymmetry (skewness), as determined by <italic>U</italic>
<sub>max</sub>/<italic>U</italic>
<sub>0</sub>, where <italic>U</italic>
<sub>max</sub> is the maximum near-bed velocity in the wave cycle, <italic>U</italic>
<sub>max</sub>/<italic>U</italic>
<sub>0</sub> is calculated by Stokes 2<sup>nd</sup> order (<italic>U</italic>
<sub>max</sub>/<italic>U</italic>
<sub>0</sub> &#x3d; 1&#x2b;3<italic>kH</italic>/8sinh<sup>3</sup>
<italic>kh</italic>, where <italic>H</italic> and <italic>k</italic> are the surface wave height and number and <italic>h</italic> is the water depth, <xref ref-type="bibr" rid="B64">Soulsby, 1997</xref>), and <italic>U</italic>
<sub>max</sub>/<italic>U</italic>
<sub>0</sub> &#x3d; 1 corresponds to a symmetric wave. <xref ref-type="bibr" rid="B62">Sato and Horikawa&#x2019;s (1986)</xref> prediction is shown in <xref ref-type="fig" rid="F12">Figure&#x20;12C</xref> together with all the bedforms shown in <xref ref-type="fig" rid="F12">Figures 12A,B</xref>. The accompanying <xref ref-type="fig" rid="F12">Figure&#x20;12D</xref> shows <italic>&#x3c4;</italic>
<sub>
<italic>c</italic>
</sub>/<italic>&#x3c4;</italic>
<sub>
<italic>w</italic>
</sub> versus <italic>U</italic>
<sub>max</sub>/<italic>U</italic>
<sub>0</sub>. <xref ref-type="fig" rid="F12">Figure&#x20;12C</xref> reveals that the asymmetry is generally in the correct range for the wave ripples and the transitional lunate&#x2013;to&#x2013;wave ripples, even though <xref ref-type="bibr" rid="B62">Sato and Horikawa&#x2019;s (1986)</xref> expression tends to underpredict the ripple asymmetry as a function of wave asymmetry. <xref ref-type="fig" rid="F12">Figure&#x20;12D</xref> shows that there is an inverse relationship between the relative current stress and the wave asymmetry, and <xref ref-type="fig" rid="F12">Figure&#x20;12C</xref> shows that the weaker the wave asymmetry is the more substantial the ripple asymmetry underprediction, thus strongly suggesting that the presence of the current causes additional ripple asymmetry. This is valid in particular for the transitional current&#x2013;to&#x2013;wave ripples, which have ripple asymmetries that are completely independent of wave asymmetry and generally greater than 0.61. The lunate interference ripples, although fitting the general predicted trend in wave asymmetry (<xref ref-type="fig" rid="F12">Figures 12C,D</xref>), show a slightly larger asymmetry (<xref ref-type="fig" rid="F11">Figure&#x20;11A</xref>), possibly because their larger form index (<xref ref-type="fig" rid="F11">Figure&#x20;11B</xref>) means they are not constrained by <xref ref-type="bibr" rid="B62">Sato and Horikawa&#x2019;s (1986)</xref> angle-of-repose&#x20;limit.</p>
</sec>
<sec id="s4-5">
<title>Predicting the Size of Current-Dominated Bedforms</title>
<p>Most of the bedforms in the field area were either wholly or partially influenced by currents. These include the equilibrium, non-equilibrium, and relict current ripples; the dominant bedforms in the ladderback ripples and tile-shaped interference ripples; washed-out ripples; and upper-stage plane beds. These bedforms can be used to test the accuracy of the <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref> equilibrium current ripple predictor (<xref ref-type="app" rid="app1">Appendix Equation A3</xref>) and possibly extend its use to combined wave&#x2013;current flows under natural conditions. <xref ref-type="app" rid="app1">Appendix Equation A3</xref> has a grain size dependence but also predicts a linear decrease in ripple height with increasing stress for washed-out ripples, with the height becoming zero for sheet flows on upper-stage plane beds. Because waves and currents were both present at the field site, it is the maximum shear stress, &#x3c4;<sub>max</sub>, rather than the current stress, that controls the ripple height. Also, we optimised the <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref> descriptor for this dataset by forcing <italic>H</italic>
<sub>max</sub> &#x3d; 67<italic>D</italic>
<sub>50</sub> and <italic>L</italic>&#x20;&#x3d; 655<italic>D</italic>
<sub>50</sub>, based on the mean height and length of the equilibrium current ripples, and <italic>&#x3c4;</italic>
<sub>wo</sub> &#x3d; 0.65&#xa0;Nm<sup>&#x2212;2</sup> and <italic>&#x3c4;</italic>
<sub>sf</sub> &#x3d; 0.78&#xa0;Nm<sup>&#x2212;2</sup>, based on the lower and upper boundaries of washed-out ripples in <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref> (according to <xref ref-type="app" rid="app1">Appendix Equation A3</xref>, <italic>H</italic>
<sub>max</sub> &#x3d; 84<italic>D</italic>
<sub>50</sub> and <italic>L</italic>&#x20;&#x3d; 674<italic>D</italic>
<sub>50</sub>, <italic>&#x3c4;</italic>
<sub>wo</sub> &#x3d; 0.76&#xa0;Nm<sup>&#x2212;2</sup> and <italic>&#x3c4;</italic>
<sub>sf</sub> &#x3d; 1.08&#xa0;Nm<sup>&#x2212;2</sup>).</p>
<p>The heights and lengths of all the current-dominated ripples are plotted against <italic>&#x3c4;</italic>
<sub>max</sub> in <xref ref-type="fig" rid="F13">Figures 13A,B</xref>, respectively. These figures also show the predicted values according to <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref>. The range in the dimensions of the current ripples appears to increase, as the maximum stress increases, with the largest mean heights and lengths at <italic>&#x3c4;</italic>
<sub>max</sub> &#x3e; 0.5&#xa0;Nm<sup>&#x2212;2</sup>. This increase in current ripple size agrees with the presence of relatively large ripples at high shear stresses in laboratory experiments with 0.238&#xa0;mm sand, interpreted as bedforms transitional to subaqueous dunes (<xref ref-type="bibr" rid="B7">Baas, 1999</xref>).</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>
<bold>(A)</bold> Ripple height and <bold>(B)</bold> length against the maximum shear stress for all current-dominated bedforms, i.e.,&#x20;equilibrium, non-equilibrium, and relict current ripples, ladderback and tile-shaped interference ripples, washed-out ripples and upper-stage plane beds, compared to <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse&#x2019;s (2005)</xref> equilibrium current ripple predictor (SW05). <bold>(C)</bold> Bed roughness over the measurement campaign for all bedforms, including wave-dominated ripples, compared to bed roughness calculations based on the SW05 predictor and the modified <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> predictor (WH94) (cf., <xref ref-type="fig" rid="F12">Figures 12A,B</xref>).</p>
</caption>
<graphic xlink:href="feart-09-747567-g013.tif"/>
</fig>
<p>The dominant bedforms in the ladderback and tile-shaped interference ripples are also well described by the <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref> predictor. However, the non-equilibrium current ripples have lower heights and lengths, and some relict current ripples have lower heights (c. 10&#xa0;mm instead of 15&#xa0;mm), but not lower lengths, than predicted. The non-equilibrium current ripples were clearly not fully developed, and therefore plot below the equilibrium heights and lengths predicted by <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref> in <xref ref-type="fig" rid="F13">Figures 13A,B</xref>. Moreover, these non-equilibrium ripples were most common during ebb, near the end or directly after periods of declining wave stress. The low-amplitude relict current ripples were present during neap tides with increased bed clay and EPS content (inundations 16&#x2013;24). The greater reduction in height than in length of these relict ripples is consistent with increased bed clay and EPS content in the experiments of <xref ref-type="bibr" rid="B10">Baas et&#x20;al. (2013)</xref> and <xref ref-type="bibr" rid="B43">Malarkey et&#x20;al. (2015)</xref>, respectively. The gradual reduction in ripple height during inundations 15, 16, and 17 is inferred to relate to the increase in bed clay and EPS content measured by Lichtman et&#x20;al. (2018, their <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>) by drawing cohesive clay into the bed through hyporheic processes (<xref ref-type="bibr" rid="B19">Dallmann et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B85">Wu et&#x20;al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s5">
<title>Discussion and Implications: Roughness Prediction</title>
<p>Determining turbulence and hence sediment transport rates is crucially dependent on the bed roughness. When bedforms are present, the main contribution to the roughness is through the form drag associated with their dimensions, as defined by the quantity <italic>H</italic>
<sup>2</sup>/<italic>L</italic> (for example, <italic>k</italic>
<sub>
<italic>s</italic>
</sub>&#x2019;&#x2019; &#x3d; 20<italic>H</italic>
<sup>2</sup>/<italic>L</italic> in the Ch&#xe9;zy coefficient definition of <xref ref-type="bibr" rid="B76">Van Rijn (2006</xref>; <xref ref-type="bibr" rid="B77">2011)</xref>, where <italic>k</italic>
<sub>
<italic>s</italic>
</sub>
<italic>&#x2019;&#x2019;</italic> is the form roughness height of Nikuradse). In certain field settings, waves and currents each have their own roughness, e.g., combined strong waves and weak orthogonal currents over two-dimensional bedforms (<xref ref-type="bibr" rid="B29">Guerrero et&#x20;al., 2021</xref>). However, it is reasonable to assume that there is a common wave&#x2013;current roughness based on the main bedform heights and lengths in the study area, because of the varied wave&#x2013;current angle, varied relative strengths of the waves and the currents, and the general three-dimensionality of the bedforms. The H<sup>2</sup>/L values, based on the measured bedform heights and lengths for all the different types of bedform, are shown in <xref ref-type="fig" rid="F13">Figure&#x20;13C</xref> together with the H<sup>2</sup>/L values determined from the equilibrium current ripple and wave ripple predictors described in the previous sections. <xref ref-type="fig" rid="F13">Figure&#x20;13C</xref> shows that the uncertainty in roughness is almost always larger than the variation over a tidal inundation, such that there is a limit to how well the roughness can be defined. However, <xref ref-type="fig" rid="F13">Figure&#x20;13C</xref> also reveals that, with the exception of the 10-mm high relict current ripples in inundations 16&#x2013;24, where the black dashed line is the roughness calculated with <italic>H</italic>&#x20;&#x3d; 10&#xa0;mm, the predicted roughness agrees reasonably well with the measured roughness. This includes the non-equilibrium current ripples, despite the fact that these bedforms had smaller heights and lengths than their equilibrium and relict counterparts.</p>
<p>However, this independence of bed roughness on current ripple development stage may be particular to the study site. In other field studies, the need to adjust bedforms towards equilibrium may therefore require a more involved hysteresis-type calculation. Another aspect of the roughness predictions at the study site is that the wave ripple predictor makes only a modest difference to the roughness calculations. The current ripple predictor alone could therefore be considered sufficient to do the roughness calculations for most of the bedforms encountered at the study site. However, there are notable exceptions. The low roughness of the current ripples affected by high bed clay and EPS content in tidal inundations 16&#x2013;24 indicates that cohesive forces can significantly reduce the bed roughness, and can start to do this at bed clay contents of 2%, corresponding to inundation 16&#xa0;at the study site (<xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>). This lower boundary of 2% clay corresponds reasonably well with the 3% clay proposed by <xref ref-type="bibr" rid="B8">Baas et&#x20;al. (2019)</xref> as the lower boundary for the onset of bed stabilisation by cohesive forces. Moreover, the most substantial reductions to the bed roughness relate to the low-relief washed-out ripples and the upper-stage plane beds (<xref ref-type="fig" rid="F13">Figure&#x20;13C</xref>). These bedform types were relatively rare at the study site, but their effect could be greater in areas that are exposed to larger waves and longer periods of wave forcing during ebb&#x2013;flood tidal cycles.</p>
</sec>
<sec id="s6">
<title>Discussion and Implications: Preservation Potential of Intertidal Bedforms</title>
<sec id="s6-1">
<title>Conditions for Preservation of Bedforms</title>
<p>The large variety of sedimentary bedforms in the study area underlines the complex interactions between hydrodynamics and sediment dynamics on intertidal flats (e.g., <xref ref-type="bibr" rid="B20">Deloffre et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B27">Gao, 2009</xref>). However, this large variety does not necessarily mean that each bedform type has a preservation potential in sedimentary successions of intertidal flats that matches its frequency of occurrence on modern intertidal flats. The present study shows that bedform type is often related in a predictable way to tidal phase and bed shear stress, the presence or absence of waves, and large (near orthogonal) or small (near co-linear) wave&#x2013;current angles (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). Since previous studies have shown at which conditions intertidal sediment is most likely to be preserved (e.g., <xref ref-type="bibr" rid="B20">Deloffre et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B27">Gao, 2009</xref>), it should also be possible to predict which intertidal bedform types have the highest preservation potential in the sedimentary record.</p>
<p>Using a combination of numerical modelling and field validation, <xref ref-type="bibr" rid="B27">Gao (2009)</xref> found that supratidal, high intertidal, and subtidal environments have a higher preservation potential than low intertidal environments, such as the study area. This reflects the notion that salt marshes and tidal channels usually have more space to accommodate net sediment accumulation than intertidal flats. Intertidal flat sediment can be preserved when the rate of bed aggradation is higher than the rate of bed erosion, but such aggradation rates are often too low to preserve entire bedforms, as exemplified by a comparative study of three estuaries by <xref ref-type="bibr" rid="B20">Deloffre et&#x20;al. (2007)</xref>. Even in the highly dynamic Seine estuary, NW France, the aggradation rates did not exceed 6&#xa0;mm per semi-diurnal tidal cycle (<xref ref-type="bibr" rid="B20">Deloffre et&#x20;al., 2007</xref>). Specific conditions are therefore required to preserve diagnostic sets of cross-stratification or entire bedform profiles in vertical cross-section. These include: 1) rapid aggradation after a sudden large influx of sediment by decelerating current-dominated or combined flow; 2) deposition of a protective layer of cohesive, &#x2018;sticky&#x2019; clay during high slack water; 3) formation of a biofilm, i.e. a protective surface layer of extracellular polymeric substances (EPS) produced by benthic micro-organisms, during low slack water (<xref ref-type="bibr" rid="B33">Hope et&#x20;al., 2020</xref>); and 4) a prolonged period of small stress and absence of strong bed erosion after these events, most likely around neap tide after the largest spring tides (<xref ref-type="bibr" rid="B20">Deloffre et&#x20;al., 2007</xref>), and in the absence of strong waves over periods of at least weeks to months. Examples of large influxes of sediment are river floods, strong flood tides combined with strong onshore wind, and upstream breaching of, for example, the cut bank of a meandering tidal channel (e.g., <xref ref-type="bibr" rid="B74">Van den Berg et&#x20;al., 2002</xref>). The formation of a protective layer of cohesive clay is most effective during long high slack water periods, i.e. at spring tide, in the estuarine turbidity maximum and in estuaries with strong ebb&#x2013;flood asymmetry (<xref ref-type="bibr" rid="B20">Deloffre et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B24">Friedrichs, 2011</xref>; <xref ref-type="bibr" rid="B35">Kirwan and Guntenspergen, 2012</xref>; <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>). Protection from erosion by biofilm growth is most common during spring and summer, when storm events are less frequent along most coastlines, and during neap tides, when the period of bed strengthening by drying owing to atmospheric exposure is longest (<xref ref-type="bibr" rid="B4">Amos et&#x20;al., 1988</xref>; <xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>).</p>
</sec>
<sec id="s6-2">
<title>Preservation of Bedforms in the Absence of Waves</title>
<p>Although the sediment bed in the Dee estuary was not exposed to significant periods of deposition or erosion during the field study, the above-mentioned conditions for bedform preservation can be used to predict the preservation potential of the various types of bedform in the sedimentary record (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). In the absence of wave stresses, the tidal stresses almost exclusively formed current ripples. Upper-stage plane beds and washed-out ripples were found only for maximum ebb stresses during spring tides, although their generation during flood tides at depths below the minimum measurement depth of the instruments on the SEDbed frame cannot be ruled out. The upper-stage plane beds and the washed-out ripples have a low preservation potential, because these bedforms transform rapidly into current ripples, as the flow decelerates to slack water. Their preservation is probably limited to periods of rapid bed aggradation, thus forming sequences of plane-parallel lamination or climbing washed-out ripples. Migrating equilibrium current ripples were most common during flood and ebb in between neap and spring, whereas relict equilibrium current ripples were characteristic of high, and possibly also low, slack water periods and neap tides in the study area. In the absence of waves, these equilibrium ripples have a high preservation potential, not only because of their abundance, but also because these bedforms are stationary under the small current stresses around neap and become covered by increasing amounts of cohesive clay and EPS in the transition from spring to neap (<xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>). The preservation potential of current ripples is expected to be even higher under weaker hydrodynamic forcing than at the study site, e.g. towards salt marshes or in estuaries with a lower tidal range, where the stresses are weaker and bed strengthening by cohesive clay and EPS is enhanced. However, such conditions are more likely to lead to the preservation of non-equilibrium than equilibrium current ripples, because the bedform development rate decreases exponentially with decreasing current stress (<xref ref-type="bibr" rid="B12">Baas, 1993</xref>, <xref ref-type="bibr" rid="B7">1999</xref>). Even though upper-stage plane beds and washed-out ripples will be more common under stronger hydrodynamic forcing than at the study site, e.g. towards tidal channels, where tidal stresses are larger and cohesive clay and EPS are less abundant, the sediment bed is still subjected to rapid current ripple development when entering the current ripple stability regime during flow deceleration. An exception is fast runoff on steep local slopes during late ebb by sheet flow, which is prone to preserving upper stage plane beds (e.g., <xref ref-type="bibr" rid="B17">Collinson and Mountney, 2019</xref>). Hence, equilibrium current ripples are expected to remain the dominant bedform type in sedimentary successions of such dynamic intertidal environments, provided that &#x3c4;<sub>w</sub> &#x3c;&#x3c; &#x3c4;<sub>c</sub>.</p>
</sec>
<sec id="s6-3">
<title>Effect of Weak and Moderate Waves on Preservation</title>
<p>Weak waves (<italic>&#x3c4;</italic>
<sub>
<italic>w</italic>
</sub> &#x3c; <italic>&#x3c4;</italic>
<sub>0</sub>) had little effect on the bedforms in the study area, even for large combined stresses. Moderate waves (<italic>&#x3c4;</italic>
<sub>
<italic>w</italic>
</sub> &#x3e; <italic>&#x3c4;</italic>
<sub>0</sub>), such as in inundations 2, 7, 12, and 17, were able to modify the currents and thus change the bedform type. During neap tides, equilibrium wave ripples formed around high slack water and these bedforms became relict during the flood and ebb. This suggests that wave ripples can replace current ripples and persist as relict bedforms on the bed during neap tides, when currents are not strong enough to move bed sediment, as exemplified by tidal inundation 1. However, moderate waves are unlikely to be accompanied by a large influx of sediment during neap when <italic>&#x3c4;</italic>
<sub>
<italic>c</italic>
</sub> &#x3c; <italic>&#x3c4;</italic>
<sub>0</sub>. Hence, the high aggradation rates required to preserve wave ripples in this way are inferred to be rare. This leaves the potential to preserve wave ripples by the bed strengthening effect of clay and EPS, as discussed above. The clay would be preserved as a drape over the wave ripples in the sedimentary record.</p>
<p>During spring tides and the transitions between spring and neap, moderate waves modified the flow field to form tile-shaped interference ripples, wave ripples, and ladderback ripples at the study site. The ladderback ripples evolved rapidly from wave ripples or tile-shaped interference ripples around high slack water and then into current ripples in late ebb (e.g., tidal inundations 12 and 17). Because of these rapid changes in bed morphology, we anticipate the tile-shaped interference ripples, wave ripples, and ladderback ripples to be preserved only in exceptional circumstances, also because the formation of the tile-shaped interference ripples and ladderback ripples requires large wave&#x2013;current angles, and the moderate waves prevent the tide from reaching zero stress at high slack water (e.g., tidal inundation 12 in <xref ref-type="fig" rid="F3">Figures 3A,B</xref>) needed for bed strengthening by clay deposition. This leaves rapid sediment delivery and bed aggradation&#x2014;here, during a period of up to 3&#xa0;h (tidal inundation 12; <xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>)&#x2014;combined with rapid waning of the waves, as the only scenario at which the tile-shaped interference ripples and ladderback ripples might be preserved. This rapid aggradation without clay deposition would be reflected in the sedimentary record as co-sets of climbing bedforms, but the lack of descriptions of such co-sets in the geological literature might be indicative of their scarcity. Instead of exhibiting a clay drape, the tops of these rare co-sets may be reworked into current ripples and cross-lamination, since <italic>&#x3c4;</italic>
<sub>
<italic>w</italic>
</sub> &#x3c; <italic>&#x3c4;</italic>
<sub>0</sub> in the late ebb, presumably because the moderate waves are dissipated before reaching the study site. In fact, these non-equilibrium and equilibrium current ripples have a higher preservation potential than the tile-shaped interference ripples, wave ripples, and ladderback ripples, because they may be stabilised by EPS and clay around low slack water (<xref ref-type="bibr" rid="B42">Lichtman et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B33">Hope et&#x20;al., 2020</xref>). In contrast, the equilibrium current ripples formed in the early flood (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>) have a low preservation potential, because these bedforms are rapidly replaced by wave ripples or tile-shaped interference ripples during late&#x20;flood.</p>
<p>Although it is reasonable to assume that the preservation potential of wave ripples and combined-flow ripples increases as moderate waves recur more often, it is more difficult to predict their preservation potential under conditions of weaker and stronger current stresses than at the study site. Smaller current stresses during neap may lead to an increased preservation potential of wave ripples (cf., inundation 2; <xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>). Larger current stresses during neap may cause tile-shaped interference ripples and ladderback ripples to become more common, with their preservation potential requiring the same specific conditions as those mentioned above. Smaller current stresses during spring may induce a shift in preservation from tile-shaped interference ripples and ladderback ripples to wave ripples (cf., inundation 7; <xref ref-type="fig" rid="F3">Figures 3A&#x2013;C</xref>), whereas larger current stresses during spring may cause a change to washed-out ripples, upper-stage plane beds, and possibly lunate interference ripples. However, it should be mentioned that the present dataset lacks a clear picture of stable bedform types at moderate wave stresses and large current stresses (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>).</p>
</sec>
<sec id="s6-4">
<title>Effect of Storm Waves on Preservation</title>
<p>During the transition from neap to spring in tidal inundations 3&#x2013;6, storm waves (<italic>&#x3c4;</italic>
<sub>
<italic>w</italic>
</sub> &#x3e;&#x3e; <italic>&#x3c4;</italic>
<sub>0</sub>), with wave stresses up to 0.84&#xa0;N&#xa0;m<sup>&#x2212;2</sup>, formed upper-stage plane beds, washed-out ripples, lunate interference ripples, tile-shaped interference ripples, and ladderback ripples under the rapidly changing contributions of waves and currents to the combined stresses. For reasons similar to those discussed for moderate waves above, we anticipate these bedforms to be preserved only in exceptional circumstances, limiting the preservation to sets of plane-parallel lamination and co-sets of climbing current ripples without clay drapes, but possibly with the tops reworked into non-climbing current ripples during the late ebb. Again, these current ripples have a higher preservation potential than the storm-wave induced bedforms, because the current ripples may be stabilised by EPS and clay around low slack water (<xref ref-type="bibr" rid="B33">Hope et&#x20;al., 2020</xref>), if the storm wanes rapidly. The relatively high preservation potential of these late-ebb current ripples is remarkable because it may conceal evidence of waves, including storm waves, in the sedimentary record.</p>
<p>No recordings of storm waves during neap, spring, and the transition from spring to neap are available from the study site. Predicting bedform types and their preservation potential is therefore more challenging. Storm waves affecting the bed during neap are hypothesised to induce a dominance of wave ripples and wave-induced upper-stage plane beds around high slack water. The upper-stage plane beds are unlikely to be preserved because they change into wave ripples as water levels drop during the ebb, and rapid bed aggradation and clay drape formation are unlikely to take place during large wave stresses combined with small current stresses. The wave ripples may be larger than those formed by moderate waves during neap, discussed earlier, but their preservation potential is similar. Storm waves occurring during spring (<italic>&#x3c4;</italic>
<sub>max</sub> &#x3e;&#x3e; <italic>&#x3c4;</italic>
<sub>0</sub>) are expected to promote the formation of bedforms typical of large combined stresses, i.e.,&#x20;upper-stage plane beds, washed-out ripples and lunate interference ripples (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>). Upper-stage plane beds and washed-out ripples may also dominate shallow-water flood and ebb tides, when the wave stresses are small and the current stresses are in or just below the sheet flow regime. The preservation potential of these bedforms is probably similar to that of the bedforms formed by storm waves during the transition from neap to spring and by tidal currents in the absence of waves during spring at the field site, as discussed earlier. However, the highly dynamic conditions induced by storm waves during spring tides may cause bed scouring that removes bedforms preserved in earlier tidal inundations. Finally, it seems reasonable to assume that bedforms forming in the transition from spring to neap are similar to those forming in the transition from neap to spring. However, their preservation potential may be somewhat higher because current stresses progressively decrease from spring to neap, thus the potential for bed reworking also decreases.</p>
</sec>
<sec id="s6-5">
<title>Summary: Bedform Preservation</title>
<p>
<xref ref-type="fig" rid="F14">Figure&#x20;14</xref> summarises the preservation potential of bedforms on intertidal flats using a relative scale, as quantification of the preservation potential is not possible yet. The schematic drawings of sedimentary deposits in <xref ref-type="fig" rid="F14">Figure&#x20;14</xref> are based on the most likely scenarios at which each bedform type can be preserved. Current ripples generated under wave-free conditions have the highest preservation potential, as individual ripple trains or climbing ripple co-sets covered by clay drapes and further stabilised by EPS. Wave ripples formed by moderate or strong oscillatory flow combined with relatively weak currents, for example during neap, have a moderate preservation potential, as individual wave ripple trains stabilised by clay and EPS, but not as climbing ripple co-sets. These deposits comprised of current ripples or wave ripples resemble flaser and lenticular bedding (<xref ref-type="bibr" rid="B61">Reineck and Singh, 1980</xref>). In contrast, combined-flow ripples, upper-stage plane beds, and washed-out ripples have a low to very low preservation potential, limited to conditions of rapid aggradation. These bedforms are unlikely to form part of flaser and lenticular bedding, but the plane-parallel laminated sets and climbing-ripple co-sets they generate may be covered by current ripples and their cross-lamination that form during ebb and around low slack water. So even under storm conditions, current ripples are more likely to be preserved than upper-stage plane beds, wave ripples and combined-flow ripples. <xref ref-type="fig" rid="F14">Figure&#x20;14</xref> is primarily based on the synthesis of the data collected in the Dee Estuary, so further work is needed to test the concepts presented. This should include combined hydrodynamic and sediment dynamic data acquisition on microtidal, mesotidal, and other macrotidal sand and mixed sand&#x2013;mud flats in different wave climates, as well as targeted studies of bedforms and primary current lamination in sedimentary successions of intertidal&#x20;flats.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Summary of preservation potential of bedforms on intertidal flats without wave influence and with moderate and storm waves. No data are available for upper-stage plane beds and washed-out ripples under moderate&#x20;waves.</p>
</caption>
<graphic xlink:href="feart-09-747567-g014.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s7">
<title>Conclusion</title>
<p>Our comprehensive 2-week times-series of bedform dynamics on a mixed sand&#x2013;mud flat in the Dee Estuary, United&#x20;Kingdom, allowed us to propose a new bedform phase diagram in which the stability regimes of different types of bedform are delineated using the relative contributions of the current stress and wave stress to the maximum combined stress. As expected, non-equilibrium and equilibrium current ripples form in current-dominated flows without significant wave influence, and wave ripples form in wave-dominated flows without significant current influence. Relict current ripples and wave ripples are stable bedform phases below the critical combined flow shear stress of 0.18&#xa0;Nm<sup>&#x2212;2</sup>, and ladderback ripples and tile-shaped interference ripples form when the maximum combined stress is between 0.18 and c. 0.65&#xa0;Nm<sup>&#x2212;2</sup>, and both the wave and current stress make a significant contribution to the maximum combined stress. For maximum combined stresses above 0.65&#xa0;Nm<sup>&#x2212;2</sup>, the bedform type changes from washed-out ripples (0.65&#x2013;0.78&#xa0;Nm<sup>&#x2212;2</sup>) via lunate interference ripples (0.78&#x2013;0.89&#xa0;Nm<sup>&#x2212;2</sup>) to upper-stage plane bed (&#x3e;0.89&#xa0;Nm<sup>&#x2212;2</sup>). The lunate interference ripples were only observed in flows where the wave stress has the largest contribution to the maximum combined stress. The subaqueous dune field in laboratory-derived bedform phase diagrams was found to be occupied by washed-out ripples, lunate interference ripples and upper stage plane beds; this absence of dunes may be a key characteristic of intertidal&#x20;flats.</p>
<p>The dataset&#x20;also reveals that current ripples are the dominant bedform type on tidal flats, with actively migrating equilibrium current ripples dominating spring tides, stationary relict current ripples dominating neap tides, and non-equilibrium and equilibrium current ripples dominating early flood and late ebb tides, even under conditions of moderate or strong wave forcing. Wave ripples and combined-flow ripples form around high slack water when surface water waves are present. These bedforms change to washed-out ripples and upper-plane stage beds under storm waves. Around half of the bedforms were in equilibrium with the flow conditions, the remainder being either relict or in a transitional state between two bedform types. This confirms that the lack of a one&#x2013;to&#x2013;one relationship between flow forcing and bedform size might be a source of error in sediment transport rate predictions. However, most of the bedforms at the study site can be described by a single roughness value of <italic>H</italic>
<sup>2</sup>/<italic>L</italic>&#x20;&#x3d; 1.6&#xa0;mm, even the non-equilibrium current ripples, thus potentially simplifying sediment transport rate predictions. Exceptions are washed-out ripples and upper-stage plane beds, as controlled by the maximum combined stress, and current ripples in sand with at least 2% clay, which all have a significantly lower roughness.</p>
<p>Based on an assessment of the frequency of the various bedform types, their probability of being modified in flood&#x2013;ebb and neap&#x2013;spring tidal cycles as a function of bed aggradation rate and bed strengthening by clay drapes and biofilms, and extrapolation to tidal flats with weaker and stronger wave and current forcing, current ripples are inferred to have the highest preservation potential. Wave ripples have moderate preservation potential, and combined flow bedforms, such as ladderback and tile-shaped interference ripples, have the lowest preservation potential in sedimentary successions of intertidal flats. Since current ripples were the stable bedform phase near the end of the ebb in almost all the tidal inundations, even in the presence of moderate waves and storm waves, the waves and combined flows may rarely leave a permanent imprint on the sediment bed in intertidal environments. Therefore, the absence of wave ripples and combined-flow bedforms and their primary stratification in sedimentary successions cannot be taken as evidence that waves were absent at the time of deposition.</p>
</sec>
</body>
<back>
<sec id="s8">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Materials</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s9">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>This work was supported by the United&#x20;Kingdom&#x2019;s Natural Environment Research Council (NERC) under Grant NE/I027223/1 (COHBED). JM, Julie Hope, and Daniel Parsons were partially funded by a Horizon 2020 European Research Council Consolidator Award (GEOSTICK, Grant 725955). The GEOSTICK project also kindly contributed the article processing fees. Andrew Manning&#x2019;s contribution toward this research was partly supported by the National Science Foundation grants OCE-1924532 and OCE-1736668, TKI-MUSA project 11204950-000-ZKS-0002, and the HR Wallingford company research project FineScale (Grant Nos. ACK3013_62). DP received funding from the MASTS pooling initiative (The Marine Alliance for Science and Technology for Scotland) and their support is gratefully acknowledged. MASTS is funded by the Scottish Funding Council (Grant reference HR09011) and contributing institutions.</p>
</sec>
<sec sec-type="COI-statement" id="s11">
<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="s12">
<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>The authors are grateful to Roberto Tinterri and Kurt Eric Sundell, who made valuable suggestions for improvement of an earlier version of this paper. We are grateful to the NOC Ocean Technology and Engineering group and the field technicians of the School of Ocean Sciences of Bangor University for instrument set up and deployment.</p>
</ack>
<sec id="s13">
<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.2021.747567/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2021.747567/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"/>
<supplementary-material xlink:href="Table2.DOCX" id="SM2" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Video1.MP4" id="SM3" mimetype="application/MP4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aldridge</surname>
<given-names>J.&#x20;N.</given-names>
</name>
<name>
<surname>Parker</surname>
<given-names>E. R.</given-names>
</name>
<name>
<surname>Bricheno</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Green</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Van der Molen</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Assessment of the Physical Disturbance of the Northern European Continental Shelf Seabed by Waves and Currents</article-title>. <source>Continental Shelf Res.</source> <volume>108</volume>, <fpage>121</fpage>&#x2013;<lpage>140</lpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2015.03.004</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Allen</surname>
<given-names>J.&#x20;R. L.</given-names>
</name>
</person-group> (<year>1984</year>). <source>Sedimentary Structures: Their Character and Physical Basis</source>. <publisher-loc>Amsterdam</publisher-loc>: <publisher-name>Elsevier</publisher-name>. </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amos</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Bowen</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Huntley</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Judge</surname>
<given-names>J.&#x20;T.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M. Z.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Ripple Migration and Sand Transport under Quasi-Orthogonal Combined Flows on the Scotian Shelf</article-title>. <source>J.&#x20;Coastal Res.</source> <volume>15</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amos</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Van Wagoner</surname>
<given-names>N. A.</given-names>
</name>
<name>
<surname>Daborn</surname>
<given-names>G. R.</given-names>
</name>
</person-group> (<year>1988</year>). <article-title>The Influence of Subaerial Exposure on the Bulk Properties of fine-grained Intertidal Sediment from Minas Basin, Bay of Fundy</article-title>. <source>Estuarine, Coastal Shelf Sci.</source> <volume>27</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1016/0272-7714(88)90028-5</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arnott</surname>
<given-names>R. W.</given-names>
</name>
<name>
<surname>Southard</surname>
<given-names>J.&#x20;B.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Exploratory Flow-Duct Experiments on Combined-Flow Bed Configurations, and Some Implications for Interpreting Storm-Event Stratification</article-title>. <source>J.&#x20;Sediment. Petrol.</source> <volume>60</volume>, <fpage>211</fpage>&#x2013;<lpage>219</lpage>. <pub-id pub-id-type="doi">10.1306/212f9156-2b24-11d7-8648000102c1865d</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>A Flume Study on the Development and Equilibrium Morphology of Current Ripples in Very fine Sand</article-title>. <source>Sedimentology</source> <volume>41</volume>, <fpage>185</fpage>&#x2013;<lpage>209</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3091.1994.tb01400.x</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>An Empirical Model for the Development and Equilibrium Morphology of Current Ripples in fine Sand</article-title>. <source>Sedimentology</source> <volume>46</volume>, <fpage>123</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-3091.1999.00206.x</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Baker</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bass</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Manning</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Hope</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Integrating Field and Laboratory Approaches for Ripple Development in Mixed sand-clay-EPS</article-title>. <source>Sedimentology</source> <volume>66</volume>, <fpage>2749</fpage>&#x2013;<lpage>2768</lpage>. <pub-id pub-id-type="doi">10.1111/sed.12611</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Best</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Peakall</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Predicting Bedforms and Primary Current Stratification in Cohesive Mixtures of Mud and Sand</article-title>. <source>J.&#x20;Geol. Soc.</source> <volume>173</volume>, <fpage>12</fpage>&#x2013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1144/jgs2015-024</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Bedform Development in Mixed Sand-Mud: The Contrasting Role of Cohesive Forces in Flow and Bed</article-title>. <source>Geomorphology</source> <volume>182</volume>, <fpage>19</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016/j.geomorph.2012.10.025</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>De Koning</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Washed-out Ripples; Their Equilibrium Dimensions, Migration Rate, and Relation to Suspended-Sediment Concentration in Very fine Sand</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>A65</volume>, <fpage>431</fpage>&#x2013;<lpage>435</lpage>. <pub-id pub-id-type="doi">10.1306/d42680e5-2b26-11d7-8648000102c1865d</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Dimensional Analysis of Current Ripples in Recent and Ancient Depositional Environments</article-title>. <source>Geologica Ultraiectina</source> <volume>106</volume>, <fpage>199</fpage>. </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>B&#xe1;denas</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Aurell</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Gasca</surname>
<given-names>J.&#x20;M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Facies Model of a Mixed Clastic-Carbonate, Wave&#x2010;dominated Open&#x2010;coast Tidal Flat (Tithonian-Berriasian, north&#x2010;east Spain)</article-title>. <source>Sedimentology</source> <volume>65</volume>, <fpage>1631</fpage>&#x2013;<lpage>1666</lpage>. <pub-id pub-id-type="doi">10.1111/sed.12441</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname>
<given-names>J.&#x20;M.</given-names>
</name>
<name>
<surname>Wolf</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Coupled Wave and Surge Modelling for the Eastern Irish Sea and Implications for Model Wind-Stress</article-title>. <source>Continental Shelf Res.</source> <volume>29</volume>, <fpage>1329</fpage>&#x2013;<lpage>1342</lpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2009.03.004</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Camenen</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Estimation of the Wave-Related Ripple Characteristics and Induced Bed Shear Stress</article-title>. <source>Estuarine, Coastal Shelf Sci.</source> <volume>84</volume>, <fpage>553</fpage>&#x2013;<lpage>564</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecss.2009.07.022</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clifton</surname>
<given-names>H. E.</given-names>
</name>
<name>
<surname>Dingler</surname>
<given-names>J.&#x20;R.</given-names>
</name>
</person-group> (<year>1984</year>). <article-title>Wave-formed Structures and Paleoenvironmental Reconstruction</article-title>. <source>Mar. Geology.</source> <volume>60</volume>, <fpage>165</fpage>&#x2013;<lpage>198</lpage>. <pub-id pub-id-type="doi">10.1016/0025-3227(84)90149-x</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Collinson</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mountney</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2019</year>). <source>Sedimentary Structures</source>. <edition>4th Edition</edition>. <publisher-loc>Edinburgh</publisher-loc>: <publisher-name>Dunedin Academic Press</publisher-name>, <fpage>320</fpage>. </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cuadrado</surname>
<given-names>D. G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Geobiological Model of Ripple Genesis and Preservation in a Heterolithic Sedimentary Sequence for a Supratidal Area</article-title>. <source>Sedimentology</source> <volume>67</volume>, <fpage>2747</fpage>&#x2013;<lpage>2763</lpage>. <pub-id pub-id-type="doi">10.1111/sed.12718</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dallmann</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Phillips</surname>
<given-names>C. B.</given-names>
</name>
<name>
<surname>Teitelbaum</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sund</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Schumer</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Arnon</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Impacts of Suspended Clay Particle Deposition on Sand&#x2010;Bed Morphodynamics</article-title>. <source>Water Resour. Res.</source> <volume>56</volume>, <fpage>e2019WR027010</fpage>. <pub-id pub-id-type="doi">10.1029/2019WR027010</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deloffre</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Verney</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lafite</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lesueur</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lesourd</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cundy</surname>
<given-names>A. B.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Sedimentation on Intertidal Mudflats in the Lower Part of Macrotidal Estuaries: Sedimentation Rhythms and Their Preservation</article-title>. <source>Mar. Geology.</source> <volume>241</volume>, <fpage>19</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016/j.margeo.2007.02.011</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duke</surname>
<given-names>W. L.</given-names>
</name>
</person-group> (<year>1985</year>). <article-title>Hummocky Cross-Stratification, Tropical Hurricanes, and Intense winter Storms</article-title>. <source>Sedimentology</source> <volume>32</volume>, <fpage>167</fpage>&#x2013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3091.1985.tb00502.x</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dumas</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Arnott</surname>
<given-names>R. W. C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Origin of Hummocky and Swaley Cross-Stratification- the Controlling Influence of Unidirectional Current Strength and Aggradation Rate</article-title>. <source>Geol</source> <volume>34</volume>, <fpage>1073</fpage>&#x2013;<lpage>1076</lpage>. <pub-id pub-id-type="doi">10.1130/g22930a.1</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dumas</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Arnott</surname>
<given-names>R. W. C.</given-names>
</name>
<name>
<surname>Southard</surname>
<given-names>J.&#x20;B.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Experiments on Oscillatory-Flow and Combined-Flow Bed Forms: Implications for Interpreting Parts of the Shallow-marine Sedimentary Record</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>75</volume>, <fpage>500</fpage>&#x2013;<lpage>513</lpage>. <pub-id pub-id-type="doi">10.2110/jsr.2005.039</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Friedrichs</surname>
<given-names>C. T.</given-names>
</name>
</person-group> (<year>2011</year>). &#x201c;<article-title>Tidal Flat Morphodynamics</article-title>,&#x201d; in <source>Treatise on Estuarine and Coastal Science</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Wolanski</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>McLusky</surname>
<given-names>D.</given-names>
</name>
</person-group> (<publisher-loc>Waltham</publisher-loc>: <publisher-name>Academic Press</publisher-name>), <fpage>137</fpage>&#x2013;<lpage>170</lpage>. <pub-id pub-id-type="doi">10.1016/b978-0-12-374711-2.00307-7</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gallagher</surname>
<given-names>E. L.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>A Note on Megaripples in the Surf Zone: Evidence for Their Relation to Steady Flow Dunes</article-title>. <source>Mar. Geology.</source> <volume>193</volume>, <fpage>171</fpage>&#x2013;<lpage>176</lpage>. <pub-id pub-id-type="doi">10.1016/s0025-3227(02)00662-x</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gallagher</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Elgar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Thornton</surname>
<given-names>E. B.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Megaripple Migration in a Natural Surf Zone</article-title>. <source>Nature</source> <volume>394</volume>, <fpage>165</fpage>&#x2013;<lpage>168</lpage>. <pub-id pub-id-type="doi">10.1038/28139</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Modeling the Preservation Potential of Tidal Flat Sedimentary Records, Jiangsu Coast, Eastern Chinaflat Sedimentary Records, Jiangsu Coast, Eastern China</article-title>. <source>Continental Shelf Res.</source> <volume>29</volume>, <fpage>1927</fpage>&#x2013;<lpage>1936</lpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2008.12.010</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Gordon</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Lohrmann</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2001</year>). &#x201c;<article-title>Near-shore Doppler Current Meter Wave Spectra</article-title>,&#x201d; in <conf-name>Ocean Wave Measurement and Analysis: Proceedings of ASCE Waves 2001 conference</conf-name> (<publisher-loc>Reston, VA</publisher-loc>: <publisher-name>ASCE</publisher-name>). </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guerrero</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Guill&#xe9;n</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lichtman</surname>
<given-names>I. D.</given-names>
</name>
<name>
<surname>Thorne</surname>
<given-names>P. D.</given-names>
</name>
<name>
<surname>Amoudry</surname>
<given-names>L. O.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Small-scale Bedforms and Associated Sediment Transport in a Macro-Tidal Lower Shoreface</article-title>. <source>Continental Shelf Res.</source> <volume>225</volume>, <fpage>104483</fpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2021.104483</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="book">
<collab>Halcrow</collab> (<year>2013</year>). <source>North West Estuaries Processes Reports: Dee Estuary</source>. <publisher-loc>Merseyside</publisher-loc>: <publisher-name>Sefton Council</publisher-name>. </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harazim</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>McIlroy</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Mud-rich Density-Driven Flows along an Early Ordovician Storm-Dominated Shoreline: Implications for Shallow-marine Facies Models</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>85</volume>, <fpage>509</fpage>&#x2013;<lpage>528</lpage>. <pub-id pub-id-type="doi">10.2110/jsr.2015.38</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hay</surname>
<given-names>A. E.</given-names>
</name>
<name>
<surname>Mudge</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Principal Bed States during SandyDuck97: Occurrence, Spectral Anisotropy, and the Bed State Storm Cycle</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>110</volume>, <fpage>C03013</fpage>. <pub-id pub-id-type="doi">10.1029/2004JC002451</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hope</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Peakall</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Parsons</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Manning</surname>
<given-names>A. J.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Interactions between Sediment Microbial Ecology and Physical Dynamics Drive Heterogeneity in Contextually Similar Depositional Systems</article-title>. <source>Limnol Oceanogr</source> <volume>65</volume>, <fpage>2403</fpage>&#x2013;<lpage>2419</lpage>. <pub-id pub-id-type="doi">10.1002/lno.11461</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Isla</surname>
<given-names>M. F.</given-names>
</name>
<name>
<surname>Schwarz</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Veiga</surname>
<given-names>G. D.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Bedset Characterization within a Wave-Dominated Shallow-marine Succession: an Evolutionary Model Related to Sediment Imbalances</article-title>. <source>Sediment. Geology.</source> <volume>374</volume>, <fpage>36</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/j.sedgeo.2018.07.003</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kirwan</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Guntenspergen</surname>
<given-names>G. R.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Feedbacks between Inundation, Root Production, and Shoot Growth in a Rapidly Submerging Brackish Marsh</article-title>. <source>J.&#x20;Ecol.</source> <volume>100</volume>, <fpage>764</fpage>&#x2013;<lpage>770</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2745.2012.01957.x</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klein</surname>
<given-names>G. D. V.</given-names>
</name>
</person-group> (<year>1970</year>). <article-title>Depositional and Dispersal Mechanics of Intertidal Sand Bars</article-title>. <source>J.&#x20;Sediment. Petrol.</source> <volume>40</volume>, <fpage>1095</fpage>&#x2013;<lpage>1127</lpage>. </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kleinhans</surname>
<given-names>M. G.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Phase Diagrams of Bed States in Steady, Unsteady, Oscillatory and Mixed Flows</article-title>. <source>SANDPIT Rep.</source>, <fpage>16</fpage>. </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kr&#xe4;mer</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Winter</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Predicted Ripple Dimensions in Relation to the Precision of <italic>In Situ</italic> Measurements in the Southern North Sea</article-title>. <source>Ocean Sci.</source> <volume>12</volume>, <fpage>1221</fpage>&#x2013;<lpage>1235</lpage>. <pub-id pub-id-type="doi">10.5194/os-12-1221-2016</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lacy</surname>
<given-names>J.&#x20;R.</given-names>
</name>
<name>
<surname>Rubin</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Ikeda</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Mokudai</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hanes</surname>
<given-names>D. M.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Bed Forms Created by Simulated Waves and Currents in a Large Flume</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>112</volume>, <fpage>C10018</fpage>. <pub-id pub-id-type="doi">10.1029/2006JC003942</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Larsen</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Greenwood</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Aagaard</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Observations of Megaripples in the Surf Zone</article-title>. <source>Mar. Geology.</source> <volume>364</volume>, <fpage>1</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1016/j.margeo.2015.03.003</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>M. Z.</given-names>
</name>
<name>
<surname>Amos</surname>
<given-names>C. L.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Predicting Ripple Geometry and Bed Roughness under Combined Waves and Currents in a continental Shelf Environment</article-title>. <source>Continental Shelf Res.</source> <volume>18</volume>, <fpage>941</fpage>&#x2013;<lpage>970</lpage>. <pub-id pub-id-type="doi">10.1016/s0278-4343(98)00034-x</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lichtman</surname>
<given-names>I. D.</given-names>
</name>
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Amoudry</surname>
<given-names>L. O.</given-names>
</name>
<name>
<surname>Thorne</surname>
<given-names>P. D.</given-names>
</name>
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hope</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Bedform Migration in a Mixed Sand and Cohesive clay Intertidal Environment and Implications for Bed Material Transport Predictions</article-title>. <source>Geomorphology</source> <volume>315</volume>, <fpage>17</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016/j.geomorph.2018.04.016</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Hope</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<name>
<surname>Aspden</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Parsons</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Peakall</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>The Pervasive Role of Biological Cohesion in Bedform Development</article-title>. <source>Nat. Commun.</source> <volume>6</volume>, <fpage>6257</fpage>. <pub-id pub-id-type="doi">10.1038/ncomms7257</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>A. G.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>A Non-iterative Procedure for the Wiberg and Harris (1994) Oscillatory Sand Ripple Predictor</article-title>. <source>J.&#x20;Coastal Res.</source> <volume>19</volume>, <fpage>738</fpage>&#x2013;<lpage>739</lpage>. </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>A. G.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>A Simple Procedure for Calculating the Mean and Maximum Bed Stress under Wave and Current Conditions for Rough Turbulent Flow Based on Method</article-title>. <source>Comput. Geosciences</source> <volume>43</volume>, <fpage>101</fpage>&#x2013;<lpage>107</lpage>. <pub-id pub-id-type="doi">10.1016/j.cageo.2012.02.020</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="book">
<collab>Marine Electronics</collab> (<year>2009</year>). <source>User Manual for the 3D Sand Ripple Profiling Logging Sonar, Issue 1.1</source>. <publisher-loc>Vale, Channel Islands, U.K.</publisher-loc>: <publisher-name>Marine Electronics Ltd</publisher-name>. </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McLean</surname>
<given-names>S. R.</given-names>
</name>
</person-group> (<year>1981</year>). <article-title>The Role of Non-uniform Roughness in the Formation of Sand Ribbons</article-title>. <source>Mar. Geology.</source> <volume>42</volume>, <fpage>49</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1016/0025-3227(81)90158-4</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moate</surname>
<given-names>B. D.</given-names>
</name>
<name>
<surname>Thorne</surname>
<given-names>P. D.</given-names>
</name>
<name>
<surname>Cooke</surname>
<given-names>R. D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Field Deployment and Evaluation of a Prototype Autonomous Two Dimensional Acoustic Backscatter Instrument: The Bedform and Suspended Sediment Imager (BASSI)</article-title>. <source>Continental Shelf Res.</source> <volume>112</volume>, <fpage>78</fpage>&#x2013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2015.10.017</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mogridge</surname>
<given-names>G. R.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>M. H.</given-names>
</name>
<name>
<surname>Willis</surname>
<given-names>D. H.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Geometry Prediction for Wave-Generated Bedforms</article-title>. <source>Coastal Eng.</source> <volume>22</volume>, <fpage>255</fpage>&#x2013;<lpage>286</lpage>. <pub-id pub-id-type="doi">10.1016/0378-3839(94)90039-6</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moore</surname>
<given-names>R. D.</given-names>
</name>
<name>
<surname>Wolf</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Souza</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Flint</surname>
<given-names>S. S.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Morphological Evolution of the Dee Estuary, Eastern Irish Sea, UK: A Tidal Asymmetry Approach</article-title>. <source>Geomorphology</source> <volume>103</volume>, <fpage>588</fpage>&#x2013;<lpage>596</lpage>. <pub-id pub-id-type="doi">10.1016/j.geomorph.2008.08.003</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Myrow</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Fischer</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Goodge</surname>
<given-names>J.&#x20;W.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Wave-modified Turbidites: Combined-Flow Shoreline and Shelf Deposits, Cambrian, Antarctica</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>72</volume>, <fpage>641</fpage>&#x2013;<lpage>656</lpage>. <pub-id pub-id-type="doi">10.1306/022102720641</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Myrow</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Southard</surname>
<given-names>J.&#x20;B.</given-names>
</name>
</person-group> (<year>1991</year>). <article-title>Combined-flow Model for Vertical Stratification Sequences in Shallow marine Storm-Deposited Beds</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>61</volume>, <fpage>202</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1306/d42676d1-2b26-11d7-8648000102c1865d</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nelson</surname>
<given-names>T. R.</given-names>
</name>
<name>
<surname>Voulgaris</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Traykovski</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Predicting Wave-Induced Ripple Equilibrium Geometry</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>97</volume> (<issue>C8</issue>), <fpage>17245</fpage>&#x2013;<lpage>12761</lpage>. <pub-id pub-id-type="doi">10.1002/jgrc.20241</pub-id> </citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x27;Donoghue</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Doucette</surname>
<given-names>J.&#x20;S.</given-names>
</name>
<name>
<surname>van der Werf</surname>
<given-names>J.&#x20;J.</given-names>
</name>
<name>
<surname>Ribberink</surname>
<given-names>J.&#x20;S.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>The Dimensions of Sand Ripples in Full-Scale Oscillatory Flows</article-title>. <source>Coastal Eng.</source> <volume>53</volume>, <fpage>997</fpage>&#x2013;<lpage>1012</lpage>. <pub-id pub-id-type="doi">10.1016/j.coastaleng.2006.06.008</pub-id> </citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oost</surname>
<given-names>A. P.</given-names>
</name>
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>The Development of Small Scale Bedforms in Tidal Environments: an Empirical Model for Unsteady Flow and its Applications</article-title>. <source>Sedimentology</source> <volume>41</volume>, <fpage>883</fpage>&#x2013;<lpage>903</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3091.1994.tb01430.x</pub-id> </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parsons</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Schindler</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Hope</surname>
<given-names>J.&#x20;A.</given-names>
</name>
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Baas</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Peakall</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>The Role of Biophysical Cohesion on Subaqueous Bed Form Size</article-title>. <source>Geophys. Res. Lett.</source> <volume>43</volume>, <fpage>1566</fpage>&#x2013;<lpage>1573</lpage>. <pub-id pub-id-type="doi">10.1002/2016gl067667</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pedocchi</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Garc&#xed;a</surname>
<given-names>M. H.</given-names>
</name>
</person-group> (<year>2009a</year>). <article-title>Ripple Morphology under Oscillatory Flow: 1. Prediction</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>114</volume>, <fpage>C12014</fpage>. <pub-id pub-id-type="doi">10.1029/2009JC005354</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pedocchi</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Garc&#xed;a</surname>
<given-names>M. H.</given-names>
</name>
</person-group> (<year>2009b</year>). <article-title>Ripple Morphology under Oscillatory Flow: 2. Experiments</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>114</volume>, <fpage>C12015</fpage>. <pub-id pub-id-type="doi">10.1029/2009JC005356</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perillo</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Best</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Garcia</surname>
<given-names>M. H.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>A New Phase Diagram for Combined-Flow Bedforms</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>84</volume>, <fpage>301</fpage>&#x2013;<lpage>313</lpage>. <pub-id pub-id-type="doi">10.2110/jsr.2014.25</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perron</surname>
<given-names>J.&#x20;T.</given-names>
</name>
<name>
<surname>Myrow</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Huppert</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Koss</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Wickert</surname>
<given-names>A. D.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Ancient Record of Changing Flows from Wave Ripple Defects</article-title>. <source>Geology</source> <volume>46</volume>, <fpage>875</fpage>&#x2013;<lpage>878</lpage>. <pub-id pub-id-type="doi">10.1130/g45463.1</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Reineck</surname>
<given-names>H. E.</given-names>
</name>
<name>
<surname>Singh</surname>
<given-names>I. B.</given-names>
</name>
</person-group> (<year>1980</year>). <source>Depositional Sedimentary Environments: With Reference to Terrigenous Clastics</source>. <publisher-loc>Berlin</publisher-loc>: <publisher-name>Springer</publisher-name>, <fpage>551</fpage>. </citation>
</ref>
<ref id="B62">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Sato</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Horikawa</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>1986</year>). &#x201c;<article-title>Laboratory Study on Sand Transport over Ripples Due to Asymmetric Oscillatory Flows</article-title>,&#x201d; in <conf-name>Proceedings of 20th International Conference on Coastal Engineering</conf-name> (<publisher-loc>New York</publisher-loc>: <publisher-name>ASCE</publisher-name>), <fpage>1481</fpage>&#x2013;<lpage>1495</lpage>. <pub-id pub-id-type="doi">10.9753/icce.v20.109</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smyth</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M. Z.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Wave-current Bedform Scales, Orientation, and Migration on Sable Island Bank</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>110</volume>, <fpage>C02023</fpage>. <pub-id pub-id-type="doi">10.1029/2004JC002569</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Soulsby</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>1997</year>). <source>Dynamics of Marine Sands: A Manual for Practical Applications</source>. <publisher-loc>London</publisher-loc>: <publisher-name>Thomas Telford</publisher-name>. </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soulsby</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Whitehouse</surname>
<given-names>R. J.&#x20;S.</given-names>
</name>
<name>
<surname>Marten</surname>
<given-names>K. V.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Prediction of Time-Evolving Sand Ripples in Shelf Seas</article-title>. <source>Continental Shelf Res.</source> <volume>38</volume>, <fpage>47</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2012.02.016</pub-id> </citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soulsby</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Whitehouse</surname>
<given-names>R. J.&#x20;S.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Prediction of Ripple Properties in Shelf Seas; Mark 2 Predictor for Time Evolution</article-title>. <source>Rep. TR 154&#xb8; Release 2.0, HR Wallingford</source>, <fpage>99</fpage>. </citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Southard</surname>
<given-names>J.&#x20;B.</given-names>
</name>
<name>
<surname>Boguchwal</surname>
<given-names>L. A.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Bed Configuration in Steady Unidirectional Water Flows; Part 2, Synthesis of Flume Data</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>60</volume>, <fpage>658</fpage>&#x2013;<lpage>679</lpage>. <pub-id pub-id-type="doi">10.1306/212f9241-2b24-11d7-8648000102c1865d</pub-id> </citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taral</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chakraborty</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Deltaic Coastline of the Siwalik (Neogene) Foreland basin: Evidences from the Gish River Section, Darjeeling Himalaya</article-title>. <source>Geol. J.</source> <volume>53</volume>, <fpage>203</fpage>&#x2013;<lpage>229</lpage>. <pub-id pub-id-type="doi">10.1002/gj.2886</pub-id> </citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thorne</surname>
<given-names>P. D.</given-names>
</name>
<name>
<surname>Hanes</surname>
<given-names>D. M.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>A Review of Acoustic Measurement of Small-Scale Sediment Processes</article-title>. <source>Continental Shelf Res.</source> <volume>22</volume>, <fpage>603</fpage>&#x2013;<lpage>632</lpage>. <pub-id pub-id-type="doi">10.1016/s0278-4343(01)00101-7</pub-id> </citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thorne</surname>
<given-names>P. D.</given-names>
</name>
<name>
<surname>Hurther</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Cooke</surname>
<given-names>R. D.</given-names>
</name>
<name>
<surname>Caceres</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Barraud</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>S&#xe1;nchez-Arcilla</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Developments in Acoustics for Studying Wave-Driven Boundary Layer Flow and Sediment Dynamics over Rippled Sand-Beds</article-title>. <source>Continental Shelf Res.</source> <volume>166</volume>, <fpage>119</fpage>&#x2013;<lpage>137</lpage>. <pub-id pub-id-type="doi">10.1016/j.csr.2018.07.008</pub-id> </citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tinterri</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Combined Flow Sedimentary Structures and the Genetic Link between Sigmoidal and Hummocky-Cross Stratification</article-title>. <source>Geologica Acta</source> <volume>10</volume>, <fpage>43</fpage>&#x2013;<lpage>85</lpage>. </citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Traykovski</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Observations of Wave Orbital Scale Ripples and a Nonequilibrium Time-dependent Model</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>112</volume>, <fpage>C06026</fpage>. <pub-id pub-id-type="doi">10.1029/2006JC003811</pub-id> </citation>
</ref>
<ref id="B73">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Van den Berg</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Van Gelder</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>1993</year>). &#x201c;<article-title>A New Bedform Stability Diagram, with Emphasis on the Transition of Ripples to Plane Bed in Flows over fine Sand and silt</article-title>,&#x201d; in <source>Alluvial Sedimentation</source>. <source>International Association of Sedimentologists Special Publication 17</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Marzo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Puigdef&#xe1;bregas</surname>
<given-names>C.</given-names>
</name>
</person-group> (<publisher-loc>Oxford, UK</publisher-loc>: <publisher-name>Blackwell Publishing Ltd.</publisher-name>), <fpage>11</fpage>&#x2013;<lpage>21</lpage>. </citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van den Berg</surname>
<given-names>J.&#x20;H.</given-names>
</name>
<name>
<surname>Van Gelder</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mastbergen</surname>
<given-names>D. R.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>The Importance of Breaching as a Mechanism of Subaqueous Slope Failure in fine Sandfine Sand</article-title>. <source>Sedimentology</source> <volume>49</volume>, <fpage>81</fpage>&#x2013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.1111/j.1525-139x.2006.00168.x-i1</pub-id> </citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van der Mark</surname>
<given-names>C. F.</given-names>
</name>
<name>
<surname>Blom</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hulscher</surname>
<given-names>S. J.&#x20;M. H.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Quantification of Variability in Bedform Geometry</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>113</volume>, <fpage>F03020</fpage>. <pub-id pub-id-type="doi">10.1029/2007JF000940</pub-id> </citation>
</ref>
<ref id="B76">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Van Rijn</surname>
<given-names>L. C.</given-names>
</name>
</person-group> (<year>2006</year>). <source>Bed Form Tracking, Manual Sediment Transport Measurements in Rivers Estuaries and Coastal Seas, Sub-section 5.5.2.</source> <publisher-loc>Delft, Netherlands</publisher-loc>: <publisher-name>Delft Hydraulics Laboratory</publisher-name>. </citation>
</ref>
<ref id="B77">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Van Rijn</surname>
<given-names>L. C.</given-names>
</name>
</person-group> (<year>2011</year>). <source>Principles of Fluid Flow and Surface Waves in Rivers, Estuaries, Seas and Oceans</source>. <publisher-loc>Amsterdam</publisher-loc>: <publisher-name>Aqua Publications</publisher-name>, <fpage>900</fpage>. </citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Rijn</surname>
<given-names>L. C.</given-names>
</name>
</person-group> (<year>1984</year>). <article-title>Sediment Transport, Part III: Bed Forms and Alluvial Roughness</article-title>. <source>J.&#x20;Hydraul. Eng.</source> <volume>110</volume>, <fpage>1733</fpage>&#x2013;<lpage>1754</lpage>. <pub-id pub-id-type="doi">10.1061/(asce)0733-9429(1984)110:12(1733)</pub-id> </citation>
</ref>
<ref id="B79">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Villaret</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Huybrechts</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Way</surname>
<given-names>O.</given-names>
</name>
</person-group> (<year>2011</year>). &#x201c;<article-title>Effect of Bed Roughness Prediction on Morphodynamic Modelling: Application to the Dee Estuary (UK) and to the Gironde Estuary (France)</article-title>,&#x201d; in <conf-name>Proceedings of 34th IAHR World Congress, 26 June-1 July 2011, Brisbane, Australia. International Association for Hydro-Environment Engineering and Research (IAHR)</conf-name>, <fpage>1149</fpage>&#x2013;<lpage>1156</lpage>. </citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Subsurface Lacustrine Storm-Seiche Depositional Model in the Eocene Lijin Sag of the Bohai Bay Basin, East China</article-title>. <source>Sediment. Geology.</source> <volume>328</volume>, <fpage>55</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1016/j.sedgeo.2015.07.014</pub-id> </citation>
</ref>
<ref id="B81">
<citation citation-type="thesis">
<person-group person-group-type="author">
<name>
<surname>Way</surname>
<given-names>O.</given-names>
</name>
</person-group> (<year>2013</year>). &#x201c;<article-title>The Migration of Large Scale Bed Forms in the Dee Estuary</article-title>,&#x201d; (<publisher-loc>Wales, U. K.</publisher-loc>: <publisher-name>Bangor University</publisher-name>), <fpage>398</fpage>. <comment>PhD Thesis</comment>. </citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wengrove</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Foster</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Lippmann</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>de Schipper</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Calantoni</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Observations of Time&#x2010;Dependent Bedform Transformation in Combined Wave&#x2010;Current Flowsflows</article-title>. <source>J.&#x20;Geophys. Res. Oceans</source> <volume>123</volume>, <fpage>7581</fpage>&#x2013;<lpage>7598</lpage>. <pub-id pub-id-type="doi">10.1029/2018jc014357</pub-id> </citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wengrove</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Foster</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Lippmann</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>de&#xa0;Schipper</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Calantoni</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Observations of Bedform Migration and Bedload Sediment Transport in Combined Wave&#x2010;Current Flows</article-title>. <source>J.&#x20;Geophys. Res. Oceans</source> <volume>124</volume>, <fpage>4572</fpage>&#x2013;<lpage>4590</lpage>. <pub-id pub-id-type="doi">10.1029/2018jc014555</pub-id> </citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wiberg</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Harris</surname>
<given-names>C. K.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Ripple Geometry in Wave-Dominated Environments</article-title>. <source>J.&#x20;Geophys. Res.</source> <volume>99</volume> (<issue>C1</issue>), <fpage>775</fpage>&#x2013;<lpage>789</lpage>. <pub-id pub-id-type="doi">10.1029/93jc02726</pub-id> </citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Baas</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Malarkey</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Parsons</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Discontinuity in Equilibrium Wave-Current Ripple Size and Shape Caused by a Winnowing Threshold in Cohesive Sand-clay Beds</article-title>. <source>EarthArxiv</source>. <pub-id pub-id-type="doi">10.31223/X5HC98</pub-id> </citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Parsons</surname>
<given-names>D. R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Field Investigation of Bedform Morphodynamics under Combined Flow</article-title>. <source>Geomorphology</source> <volume>339</volume>, <fpage>19</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1016/j.geomorph.2019.04.028</pub-id> </citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yokokawa</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Masuda</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Endo</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Sand Particle Movement on Migrating Combined-Flow Ripples</article-title>. <source>J.&#x20;Sediment. Res.</source> <volume>A65</volume>, <fpage>40</fpage>&#x2013;<lpage>44</lpage>. </citation>
</ref>
</ref-list>
<app-group>
<app id="app1">
<title>Appendix A: Threshold of Motion and Ripple Predictors</title>
<p>According to <xref ref-type="bibr" rid="B64">Soulsby (1997)</xref>, the threshold Shields parameter&#x20;is:</p>
<p>
<xref ref-type="disp-formula" rid="eA1">Eq. A1</xref>, Shields parameter for threshold of motion:<disp-formula id="eA1">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>0.3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1.2</mml:mn>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.055</mml:mn>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.02</mml:mn>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msub>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(A1)</label>
</disp-formula>where &#x3b8;<sub>0</sub> &#x3d; <italic>&#x3c4;</italic>
<sub>0</sub>/(<italic>&#x3c1;</italic>
<sub>
<italic>s</italic>
</sub>&#x2012;<italic>&#x3c1;</italic>)<italic>gD</italic>
<sub>50</sub>, <italic>&#x3c1;</italic> is the density of sea water, <italic>&#x3c1;</italic>
<sub>
<italic>s</italic>
</sub> is the density of sediment, <italic>g</italic> is the acceleration due to gravity (&#x3d; 9.81&#xa0;m<italic>s</italic>
<sup>&#x2212;2</sup>), <italic>D</italic>
<sub>&#x2a;</sub> &#x3d; <italic>D</italic>
<sub>50</sub> [(<italic>&#x3c1;</italic>
<sub>
<italic>s</italic>
</sub>&#x2012;<italic>&#x3c1;</italic>)<italic>g</italic>/<italic>&#x3c1;&#x3bd;</italic>
<sup>2</sup>]<sup>1/3</sup> and <italic>&#x3bd;</italic> is the kinematic viscosity. For the non-iterative <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref> ripple predictor (<xref ref-type="bibr" rid="B44">Malarkey and Davies, 2003</xref>), the equilibrium length and height&#x20;are:</p>
<p>
<xref ref-type="disp-formula" rid="eA2">Eq. A2</xref>, equilibrium bedform length and height according to <xref ref-type="bibr" rid="B84">Wiberg and Harris (1994)</xref>:<disp-formula id="eA2">
<mml:math id="m9">
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mi>L</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>50</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mn>0.62</mml:mn>
<mml:mi>&#x394;</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>1754</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mn>535</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mn>1754</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>5587</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr columnalign="left">
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mn>535</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>5587</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
<mml:mi>H</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>50</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>50</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>&#xbd;</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>}</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
<label>(A2)</label>
</disp-formula>where &#x394; &#x3d; <italic>d</italic>
<sub>0</sub>/<italic>D</italic>
<sub>50</sub>, <italic>f</italic> (&#x394;) &#x3d; &#x2012;ln (0.62<italic>x</italic>)[<italic>Q</italic>&#x2012;(<italic>B</italic>
<sub>3</sub>&#x2012;<italic>B</italic>
<sub>3</sub>ln<italic>x</italic>)<sup>&#xbd;</sup>], <italic>x</italic>&#x20;&#x3d; &#x394;/535, <italic>Q</italic>&#x20;&#x3d; ln (0.01)&#x2b;<italic>B</italic>
<sub>3</sub>, <italic>B</italic>
<sub>1</sub> &#x3d; 1/0.095, <italic>B</italic>
<sub>2</sub> &#x3d; 0.721<italic>B</italic>
<sub>1</sub>, and <italic>B</italic>
<sub>3</sub> &#x3d; <italic>B</italic>
<sub>2</sub>
<sup>2</sup>&#x2012;2.28<italic>B</italic>
<sub>1</sub>. For the <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref> equilibrium current ripple predictor the equilibrium height and length&#x20;are:</p>
<p>
<xref ref-type="disp-formula" rid="eA3">Eq. A3</xref>, equilibrium bedform height and length according to <xref ref-type="bibr" rid="B66">Soulsby and Whitehouse (2005)</xref>:<disp-formula id="eA3">
<mml:math id="m10">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>50</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>202</mml:mn>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.554</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mfrac>
<mml:mi>L</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>50</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>500</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1881</mml:mn>
<mml:msubsup>
<mml:mi>D</mml:mi>
<mml:mo>&#x2217;</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.5</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(A3)</label>
</disp-formula>where <italic>H</italic> is controlled by &#x3b8;<sub>
<italic>c</italic>
</sub>, the Shields parameter associated with the current stress [ &#x3d; <italic>&#x3c4;</italic>
<sub>c</sub>/(<italic>&#x3c1;</italic>
<sub>
<italic>s</italic>
</sub>&#x2012;<italic>&#x3c1;</italic>)<italic>gD</italic>
<sub>50</sub>], <italic>H</italic>&#x20;&#x3d; <italic>H</italic>
<sub>max</sub> for &#x3b8;<sub>
<italic>c</italic>
</sub> &#x2264; &#x3b8;<sub>wo</sub>, <italic>H</italic>&#x20;&#x3d; <italic>H</italic>
<sub>max</sub> (&#x3b8;<sub>sf</sub>&#x2012;&#x3b8;<sub>
<italic>c</italic>
</sub>)/(&#x3b8;<sub>sf</sub>&#x2012;&#x3b8;<sub>wo</sub>) for &#x3b8;<sub>wo</sub> &#x3c; &#x3b8;<sub>
<italic>c</italic>
</sub> &#x2264; &#x3b8;<sub>sf</sub>, <italic>H</italic>&#x20;&#x3d; 0 for &#x3b8;<sub>
<italic>c</italic>
</sub> &#x3e; &#x3b8;<sub>sf</sub> and &#x3b8;<sub>wo</sub> and &#x3b8;<sub>sf</sub> are the wash-out and sheet-flow Shields parameters, given by &#x3b8;<sub>wo</sub> &#x3d; 1.66<italic>D</italic>
<sub>&#x2a;</sub>
<sup>&#x2212;1.3</sup> or 0.916 and &#x3b8;<sub>sf</sub> &#x3d; 2.26<italic>D</italic>
<sub>&#x2a;</sub>
<sup>&#x2212;1.3</sup> or 1.25, for <italic>D</italic>
<sub>&#x2a;</sub> &#x3e; 1.58 or <italic>D</italic>
<sub>&#x2a;</sub> &#x2264; 1.58, respectively [&#x3b8;<sub>wo</sub> &#x3d; <italic>&#x3c4;</italic>
<sub>wo</sub>/(<italic>&#x3c1;</italic>
<sub>
<italic>s</italic>
</sub>&#x2012;<italic>&#x3c1;</italic>)<italic>gD</italic>
<sub>50</sub> and &#x3b8;<sub>sf</sub> &#x3d; <italic>&#x3c4;</italic>
<sub>sf</sub>/(<italic>&#x3c1;</italic>
<sub>
<italic>s</italic>
</sub>&#x2012;<italic>&#x3c1;</italic>)<italic>gD</italic>
<sub>50</sub>].</p>
</app>
</app-group>
</back>
</article>