<?xml-model href='http://www.tei-c.org/release/xml/tei/custom/schema/relaxng/tei_all.rng' schematypens='http://relaxng.org/ns/structure/1.0'?><TEI xmlns="http://www.tei-c.org/ns/1.0">
	<teiHeader>
		<fileDesc>
			<titleStmt><title level='a'>Wave damping by giant kelp, &lt;i&gt;Macrocystis pyrifera&lt;/i&gt;</title></titleStmt>
			<publicationStmt>
				<publisher>Annals of Botany</publisher>
				<date>07/18/2023</date>
			</publicationStmt>
			<sourceDesc>
				<bibl> 
					<idno type="par_id">10600946</idno>
					<idno type="doi">10.1093/aob/mcad094</idno>
					<title level='j'>Annals of Botany</title>
<idno>0305-7364</idno>
<biblScope unit="volume">133</biblScope>
<biblScope unit="issue">1</biblScope>					

					<author>Kristen Elsmore</author><author>Kerry J Nickols</author><author>Luke P Miller</author><author>Tom Ford</author><author>Mark W Denny</author><author>Brian Gaylord</author>
				</bibl>
			</sourceDesc>
		</fileDesc>
		<profileDesc>
			<abstract><ab><![CDATA[<title>Abstract</title> <sec><title>Background and Aims</title><p>The increased likelihood and severity of storm events has brought into focus the role of coastal ecosystems in provision of shoreline protection by attenuating wave energy. Canopy-forming kelps, including giant kelp (Macrocystis pyrifera), are thought to provide this ecosystem service, but supporting data are extremely limited. Previous in situ examinations relied mostly on comparisons between nominally similar sites with and without kelp. Given that other factors (especially seafloor bathymetry and topographic features) often differ across sites, efforts to isolate the effects of kelp on wave energy propagation confront challenges. In particular, it can be difficult to distinguish wave energy dissipation attributable to kelp from frictional processes at the seabed that often covary with the presence of kelp. Here, we use an ecological transition from no kelp to a full forest, at a single site with static bathymetry, to resolve unambiguously the capacity of giant kelp to damp waves.</p></sec> <sec><title>Methods</title><p>We measured waves within and outside rocky reef habitat, in both the absence and the presence of giant kelp, at Marguerite Reef, Palos Verdes, CA, USA. Nested within a broader kelp restoration project, this site transitioned from a bare state to one supporting a fully formed forest (density of 8 stipes m−2). We quantified, as a function of incident wave conditions, the decline in wave energy flux attributable to the presence of kelp, as waves propagated from outside and into reef habitat.</p></sec> <sec><title>Key Results</title><p>The kelp forest damped wave energy detectably, but to a modest extent. Interactions with the seabed alone reduced wave energy flux, on average, by 12±1.4 % over 180 m of travel. The kelp forest induced an additional 7±1.2 % decrease. Kelp-associated declines in wave energy flux were slightly greater for waves of longer periods and smaller wave heights.</p></sec> <sec><title>Conclusions</title><p>Macrocystis pyrifera forests have a limited, albeit measurable, capacity to enhance shoreline protection from nearshore waves. Expectations that giant kelp forests, whether extant or enhanced through restoration, have substantial impacts on wave-induced coastal erosion might require re-evaluation.</p></sec>]]></ab></abstract>
		</profileDesc>
	</teiHeader>
	<text><body xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xlink="http://www.w3.org/1999/xlink">
<div xmlns="http://www.tei-c.org/ns/1.0"><head>INTRODUCTION</head><p>Canopy-forming macroalgae are found worldwide and operate as marine foundation species, creating underwater forests that provide structural habitat, shelter and food for numerous other taxa <ref type="bibr">(North, 1971;</ref><ref type="bibr">Dayton, 1972;</ref><ref type="bibr">Miller et al., 2018)</ref>. In the case of Macrocystis pyrifera, the giant kelp, &gt;800 other species can be supported by its presence <ref type="bibr">(North, 1971;</ref><ref type="bibr">Schiel and Foster, 2015)</ref>. These resident organisms experience environmental conditions that differ from those outside a forest. For instance, Macrocystis produces a dense network of floating surface blades that reduces light levels while simultaneously influencing seawater chemistry <ref type="bibr">(Reed and Foster, 1984;</ref><ref type="bibr">Hirsh et al., 2020;</ref><ref type="bibr">Traiger et al., 2022)</ref>. The blades and accompanying fronds of giant kelp that extend through the water column additionally slow current speeds and modify patterns of vertical mixing <ref type="bibr">(Jackson and Winant, 1983;</ref><ref type="bibr">Gaylord et al., 2004</ref><ref type="bibr">Gaylord et al., , 2007;;</ref><ref type="bibr">Rosman et al., 2007;</ref><ref type="bibr">Elsmore et al., 2022)</ref>.</p><p>Macrocystis and other forest-forming kelps are also impacted by ocean waves. Large waves generated by storms dominate the dynamics of abundance and primary production in giant kelps <ref type="bibr">(Reed et al., 2011;</ref><ref type="bibr">Castorani et al., 2022)</ref>, and interactions between waves and kelps have long inspired interest in the possibility that kelp forests might attenuate wave energy. Anticipated consequences of a changing climate, specifically rising sea levels and increasing storm frequency and severity <ref type="bibr">(IPCC, 2019)</ref>, have garnered a more recent interest in interactions among coastal vegetative ecosystems and wave energy <ref type="bibr">(Hanley et al., 2020)</ref>. Although there is a growing sense of urgency to understanding the capacity for natural habitats to mitigate impacts of climate change, the idea that kelp forests might attenuate wave energy dates back to at least the 1800s, with historical records from Darwin (1839) noting 'smooth water' shoreward of kelp beds. To this day, surfers and coastal users note similar observations. Despite such observations, the extent to which canopyforming kelps might damp waves remains unclear. The 'smooth water' shoreward of kelp beds is most readily explained by the removal of capillary waves, i.e. small, centimetre-scale ripples, whose physics are governed by the surface tension of water. The bigger waves that characterize seas and swell, and which dislodge kelps and instigate shoreline erosion, are fundamentally different. Their behaviour is controlled by the restoring action of gravity, and they can be orders of magnitude larger and more powerful <ref type="bibr">(Denny, 1988)</ref>.</p><p>Quantitative assessments of wave attenuation by kelp and other seaweeds have been pursued in a number of studies. Early work took mathematical or laboratory approaches that modelled kelp forests as arrays of rigid cylinders or tethered floats <ref type="bibr">(Seymour and Hanes, 1979;</ref><ref type="bibr">Dalrymple et al., 1984;</ref><ref type="bibr">Kobayashi et al., 1993)</ref>. This research, much of which was applied to M. pyrifera, suggested that such arrays might reduce transmitted wave energy by 20-94 %. Related theoretical, laboratory and field experiments targeting much smaller seaweeds (i.e. ones without a surface canopy) have implied wave energy reductions of &#8804;85 % <ref type="bibr">(Dubi and T&#248;rum, 1996;</ref><ref type="bibr">Mork, 1996)</ref>. Likewise, wave damping in seagrasses and saltmarshes has been shown to reach 40 % and 80 %, respectively, depending on the species (e.g. <ref type="bibr">Mendez and</ref><ref type="bibr">Losada, 2004: Riffe et al., 2011;</ref><ref type="bibr">Paul et al., 2012;</ref><ref type="bibr">Houser et al., 2015;</ref><ref type="bibr">Luhar et al., 2017)</ref>. Although the latter ecosystems differ from canopy-forming seaweeds in key ways, the sum total of this work has reinforced the idea that kelp forests might reduce levels of coastal wave action and thereby combat shoreline erosion (e.g. <ref type="bibr">Arkema et al., 2017)</ref>.</p><p>Other lines of research, however, imply a substantially lower potential benefit of kelp forests for dissipating wave energy. This complementary axis of study emphasizes the structural and biomechanical traits of organisms. In particular, it highlights the capacity for canopy-forming kelps to sway passively back and forth with waves <ref type="bibr">(Koehl, 1984)</ref>, reducing the relative velocities between the kelp stipes and flow, and therefore hydrodynamic drag <ref type="bibr">(Vogel, 1984)</ref>. Numerical models that account for such flexible movement indicate strong dynamical effects, a portion of which could influence rates of wave energy loss <ref type="bibr">(Denny et al., 1998)</ref>. This finding applies especially to large canopy-forming species <ref type="bibr">(Denny et al. 1997)</ref>, although there is relevance also to fully submerged taxa that do not interact with the surface of the water <ref type="bibr">(Gaylord and Denny, 1997;</ref><ref type="bibr">Gaylord et al., 2001)</ref>. Laboratory measurements using scaled kelp mimics <ref type="bibr">(Rosman et al. 2013</ref>) and field recordings <ref type="bibr">(Gaylord et al., 2008;</ref><ref type="bibr">Mullarney and Pilditch, 2017)</ref> support the applicability of such models for understanding flow-organism interactions. In cases where levels of expected wave damping have been computed explicitly, they appear limited <ref type="bibr">(Gaylord et al., 2003;</ref><ref type="bibr">Henderson, 2019)</ref>. Wave dissipation by a subsurface species of kelp, Ecklonia radiata, also appears undetectable in most wave conditions <ref type="bibr">(Morris et al., 2020)</ref>. Thus, ambiguity has persisted regarding the capacity of various species of kelp to damp wave energy.</p><p>In the case of M. pyrifera, the most widespread canopyforming kelp along the US west coast, field experiments are sparse but tend to comport with prior dynamical models in suggesting small to negligible effects on transmitted wave energy <ref type="bibr">(Elwany et al., 1995;</ref><ref type="bibr">Rosman et al., 2007)</ref>. <ref type="bibr">Elwany et al. (1995)</ref> relied on comparisons of wave energy at paired sites of similar bathymetry, where one site had kelp and the other did not. In this case, differences in energy between sites were insufficiently large to emerge from the statistical noise. <ref type="bibr">Rosman et al. (2007)</ref> quantified wave energy at stations both outside and inside a forest and also did not see a strong indication of wave damping, although their study was not designed to distinguish between effects of waves propagating into shallower depths vs. dissipative effects of kelp. Difficulties in establishing adequate no-kelp controls against which kelp treatments could be matched directly are characteristic of all prior studies and have contributed to the challenge of drawing strong inferences about levels of wave damping by kelp forests <ref type="bibr">(Tinoco et al., 2020)</ref>.</p><p>In the present study, we isolate the effects of giant kelp on wave attenuation explicitly, by collecting measurements in conjunction with a kelp forest restoration project in Palos Verdes, California. In the locality of this project, areas that were once overgrazed by the purple urchin, Strongylocentrotus purpuratus, and devoid of kelp (termed 'urchin barrens') returned to a kelp forest state after urchin densities were reduced through culling. The resulting transition from an urchin barren to a healthy kelp forest presented a unique opportunity to measure wave conditions before, during and after forest regeneration. In particular, it made possible a before-after design, whereby wave measurements could be collected both in the absence and in the presence of kelp at the same site, with bathymetry and other factors held constant. In this regard, this study was able to test unambiguously the physical effects of a canopy-forming kelp species on waves.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>MATERIALS AND METHODS</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Study site</head><p>Marguerite Reef (33.75712&#176;N, -118.41842&#176;W), along the Palos Verdes Peninsula of Southern California, USA, operated as the focal site for this study (Fig. <ref type="figure">1</ref>). Bedrock and large boulders, common substrates for M. pyrifera, were interspersed with sandy patches. Unlike habitats with substrates dominated by fine sediments, which can shift through time, the bottom topography of this rocky reef remained static. Before the study, Marguerite Reef was blanketed by an urchin barren and devoid of a kelp forest. Urchins were subsequently removed as a part of a large-scale restoration of M. pyrifera that began in the autumn season of 2016 and continued into January 2017.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Kelp surveys</head><p>Kelp forest regrowth after restoration activities was characterized monthly between November 2016 and November 2017 along eight evenly spaced transects (30 m long &#215; 4 m wide, 30 m apart) oriented along an isobath spanning the cross-shore extent of the rocky reef. Macrocystis pyrifera individuals and stipes were counted within each transect to estimate the density of giant kelp. Only individuals with heights &gt;1 m were included in these counts. The kelp forest density time series was then partitioned into categories describing the overall kelp conditions (i.e. No Kelp, Transition and Kelp), to allow for categorical assignment for statistical analyses outlined below. Time periods characterized as 'No Kelp' spanned from the start of the study in November 2016 to the first sightings of singled-bladed sporophytes on the sea floor, in April 2017. The 'Kelp' period began once stipes reached the surface and most kelp individuals had four stipes (a commonly used criterion for classifying individuals as adults; <ref type="bibr">Dayton et al., 1992)</ref>, which occurred late in July 2017. The Kelp period ended in late October 2017; we terminated the study then to exclude subsequent sharp reductions in kelp density attributable to seasonal senescence characteristic of Southern California kelp forests <ref type="bibr">(Rodriguez et al., 2013)</ref>. The 'Transition' period extended between the No Kelp and Kelp time periods, characterized by new forest growth and rapid changes in kelp density.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Wave theory</head><p>Surface gravity waves, which comprise the seas and swell that interact most strongly with kelp and are of concern for coastal erosion, propagate as physical disturbances of the sea surface. They can be characterized by their height (H), wavelength (L) and frequency (f ). The height is the difference in sea surface displacement between peak and trough, the wavelength spans the distance between successive peaks, and the frequency is the inverse of wave period (T), which is the time elapsed between the passage of one peak and the arrival of the next. As is detailed elsewhere (e.g. <ref type="bibr">Kinsman, 1965;</ref><ref type="bibr">Denny, 1988)</ref>, any such wave has kinetic and potential energy components that sum to yield a total energy per unit area of ocean surface (E):</p><p>where &#961; is the density of seawater and g the acceleration attributable to gravity. The rate at which the energy of a given wave propagates across space is the product of E and the so-called group velocity (C g ), which is the speed at which packets of waves of similar physical characteristics travel, where:</p><p>Equation 2 contains several parameters, including the wave number, k (=2&#960;/L), and water depth, d. Sinh is the hyperbolic sine, where sinh(x) = 0.5(e x -e -x ). The quantity C is the wave celerity, the speed of transit of an individual wave, which is always at least as fast as its corresponding wave packet; C is defined by the wave dispersion relationship <ref type="bibr">(Kinsman, 1965)</ref>:</p><p>(3) where tanh is the hyperbolic tangent, tanh(x) = (e x -e -x )/ (e x + e -x ).</p><p>The rate of transmission of wave energy per unit width of wave crest for a given wave, also called the wave energy flux (or wave power), is conserved in the absence of friction or dissipation. As alluded to above, this quantity, P, is given by:</p><p>Because C g declines with decreasing water depth [eqn (2)], waves tend to shoal (increase in height) as they approach the shore, in order to meet the demand for conservation of wave energy flux.</p><p>The relationships of eqns ( <ref type="formula">1</ref>)-( <ref type="formula">4</ref>) are most readily visualized in terms of an individually propagating wave. However, natural sea states include waves of many heights, wavelengths and frequencies, most of differing phase, which superpose on one another to yield a 'random sea'. The summed wave energy flux from all these constituents must be considered when evaluating any putative effects of kelp on wave attenuation. In practice, this task is accomplished using tools of spectral analysis to isolate from simple time series of sea surface displacement the contributions of waves of differing frequency. In particular, a time record of surface displacement, &#951;(t), can be represented in terms of a Fourier series:</p><p>Where N is the number of waveforms of different frequencies or periods that sum to produce the overall record of surface displacement (note that these are harmonics of the fundamental frequency, f f , which is the inverse of the total duration of the time series), a i is the amplitude (a i = H/2) of a given waveform (i), t is time, and &#966; i is the phase shift appropriate to the waveform. By means of trigonometric identities this expression can also be rewritten:</p><p>With this notation (taking note also that a i = &#945; i ), the height of the waveform corresponding to frequency i is given by:</p><p>where &#945; and &#946; are the so-called Fourier coefficients of eqn ( <ref type="formula">6</ref>). The total wave energy flux, Q, accounting for the full complement of waves underlying the random sea, and combining eqns (1) and ( <ref type="formula">7</ref>), is then computed as the sum of the energy fluxes from each underlying wave frequency component:</p><p>where now the group velocities and energy fluxes associated with waves of differing frequency or period are tracked explicitly.</p><p>Relationships among the total wave energy flux, Q, outside and inside the reef, in the absence and presence of kelp, can be used to isolate dissipative losses attributable to kelp from other agents of energy loss. In the present experiment, Q was quantified both at the station outside the kelp forest (Q outside ) and within the bed near its inshore edge (Q inside ). Time records of sea surface displacement, measured at each station, were used to compute the elements of Q (i.e. C g and E), using the equations outlined above. The difference between Q outside and Q inside then quantifies the loss of wave energy flux as waves propagate from outside to inside the reef habitat. If no energy loss occurs, the values of Q would be equal. However, energy losses always arise, and in the absence of kelp such losses are dominated by the effects of bottom friction. This baseline difference can then be compared with that arising in the presence of kelp, with any additional offset between Q outside and Q inside indicating the effects of kelp. We note that although refraction (waves 'bending' in shallow water until they propagate perpendicular to isobaths) can influence values of Q at a given location, satellite imagery of our site indicates that wave crests have already refracted before reaching the study site and approach normal to shore by the outside station (Planet Team, 2020; Supplementary Data Fig. <ref type="figure">S1</ref>). More importantly, the key comparison of the above analysis is not between values of Q at the two stations, but rather how the quantity (Q outside -Q inside ) changes between times of No Kelp and Kelp. Scenarios of wave refractive processes modifying (Q outside -Q inside ) in ways that are correlated with the presence or absence of kelp appear implausible. The rugose topography of the beach and its modest slope likewise minimize wave reflections that might otherwise influence values of (Q outside -Q inside ).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Wave measurements and analyses</head><p>In undertaking the calculations of Q outside and Q inside , bottommounted pressure sensors (SBE-26 Seagauge Wave &amp; Tide Recorder; Sea-Bird Scientific, Bellevue, WA, USA), were deployed inside and outside the kelp forest habitat at mean depths of 6 and 17 m, respectively. Both sensors were positioned outside of the surf zone, such that losses attributable to turbulent dissipation were negligible. Pressure measurements were taken throughout the duration of the project in both the absence and presence of kelp over a suite of incident sea state conditions. Seven instrument deployments were conducted, during which the SBE-26s recorded pressure at the seafloor at 4 Hz, over 17 min bursts, during four equally spaced periods each day, for a duration of 21 days per deployment.</p><p>Given that pressure signals of wave-driven surface displacements attenuate exponentially with depth, sea surface time series were reconstituted according to accepted methods by back-correcting the depth-attenuated records acquired by the sensors <ref type="bibr">(Gaylord and Denny, 1997;</ref><ref type="bibr">Lyman et al., 2020)</ref>. The back-correction is frequency dependent, given that higher frequency waves attenuate faster with depth. Such higher frequency waves also have shorter wavelengths at a given water depth. For a specified wave frequency (or wavelength), the attenuation factor is <ref type="bibr">(Denny, 1988)</ref>:</p><p>where z is the distance above the seafloor and cosh is the hyperbolic cosine, where cosh(x) = 0.5(e x + e -x ). The surface displacement associated with a wave of given frequency or period [eqn ( <ref type="formula">5</ref>)] is therefore determined by dividing its at-depth pressure by the appropriate value of K to reconstitute the attenuated waveform.</p><p>Given that any noise in the pressure record could yield spurious estimates of surface displacement if incorrectly reconstituted, the resolution of the sensors was also quantified by deploying them immediately below a Datawell Waverider MkIII buoy [maintained by the Scripps Institute of Oceanography Coastal Data Information Program (CDIP); CDIP buoy 158] that records sea surface heights directly, without any attenuation. This was done in water of the same depth as the outside station (17 m) <ref type="bibr">(Lyman et al., 2020)</ref>. Using this procedure, it was possible to verify that the bottom-mounted sensors and the reconstitution protocol accurately estimated surface displacements associated with waves with periods &gt;3.7 s. Therefore, in all subsequent analyses only waves with periods in excess of this cut-off were used. This exercise also allowed for an evaluation of how much wave energy might have been missed by the bottom-mounted pressure sensors owing to the loss of information about short-period waves (i.e. &lt;3.7 s). The energy quantified for short-period surface waves in typical sea state conditions contributed &lt;5 % of the total area under the spectral curve <ref type="bibr">(Lyman et al., 2020)</ref>.</p><p>Statistical summary parameters were also computed at the outside station to characterize the incident sea state, before any potential physical interactions with kelp. In particular, significant wave height (H s ) and the dominant (or peak) wave period (T p ) were determined from the wave data, burst by burst, as:</p><p>where &#963; is the standard deviation of the sea surface displacement and f[max(S)] is the wave period at which the power spectrum of sea surface displacement, S, exhibits its maximum.</p><p>Ultimately, as discussed above, the key quantity of interest is how the difference in wave energy flux between the outside (Q outside ) and inner edge of the forest (Q inside ) depends on the absence or presence of kelp. Given that incident wave conditions also vary through time (as indexed by changes in Q outside across bursts), the spatial differences in wave energy flux from outside to inside the forest can be normalized:</p><p>where &#8710;Q norm is the change in energy flux from outside to inside, normalized by the incident energy flux, Q outside . This quantity is therefore the proportional change in wave energy flux between the outside and inside stations, with positive values representing energy loss.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Influence of kelp on wave attenuation</head><p>The value &#8710;Q norm represents the wave energy flux lost owing to wave-benthos interactions plus any losses attributable to wave-kelp interactions. If M. pyrifera has no effect on wave conditions, given that the bottom terrain did not change during the shift between the absence and presence of kelp, the proportional change in wave energy flux would remain invariant.</p><p>To test statistically for differences in &#8710;Q norm in the absence and presence of kelp, a linear regression was constructed, with proportional change in wave energy flux from outside to inside as the response variable and kelp condition (i.e. No Kelp and Kelp) as a predictor. This analysis yields a basic understanding of how the presence of kelp influences wave energy flux. However, kelp forests might attenuate waves of different height or period differently. To evaluate this possibility, the linear regression model was structured to include not only kelp condition (i.e. No Kelp and Kelp), but also the dominant wave period (T p ) and significant wave height (H s ) at the outside station, in addition to their associated interactions, as additional statistical predictors for the proportional change in wave energy flux from outside to inside. Finally, to check if the last model was overfitted, a backward stepwise model selection was conducted to determine the bestfitting model. Associated Akaike information criterion scores and models tested are shown in Table <ref type="table">1</ref>. The residuals in the model were tested for normality using a Shapiro-Wilk test and assessed for heteroscedasticity visually. Residuals appear homoscedastic, but do not fall within a normal distribution (Shapiro test, P = 0.002). Given the large sample size and the fact that a violation of non-normality would not change the point estimates, the model appears appropriate for describing the dataset, although the confidence intervals could be slightly inflated. Pairwise comparisons of the effect of kelp, between H s and T p , were conducted using estimated marginal means with a Tukey correction. All statistical tests were accomplished in R v.3.6.1 (R Core Team, 2019), and pairwise comparisons were conducted using the package emmeans <ref type="bibr">(Lenth, 2020)</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>RESULTS</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Kelp densities</head><p>The benthos was devoid of vegetation throughout the No Kelp period. Single-bladed kelp recruits appeared at Marguerite Reef in April 2017 and grew to the surface throughout the following 7 months (Fig. <ref type="figure">2</ref>). The overall stipe density of M. pyrifera increased rapidly throughout the Transition period (April-July 2017), reaching densities typical of mature M. pyrifera populations found in California (1.9-15 stipes m -2 ; <ref type="bibr">North, 1971;</ref><ref type="bibr">Elsmore et al., 2022)</ref> by the Kelp period (Fig. <ref type="figure">2A</ref>), which encompassed late July-October 2017. At the onset of the Transition period, the new kelp forest was composed of many small individuals, each consisting of one or two stipes per individual (Fig. <ref type="figure">2B</ref>). Over time, the young individuals began to support more stipes per plant, such that most entered the adult classification (four or more stipes) early in the Kelp period. Throughout the experimental period, the understorey algal community was functionally absent, with the exception of extremely rare sightings of understorey species that often occupy Southern California's rocky reefs, including Sargassum horneri, Sargassum muticum, Pterygophora californica, Eisenia arborea and Egregia menziesii, even following re-establishment of the giant kelp canopy.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Wave conditions</head><p>Coastal wave conditions varied appreciably throughout the study. Incident significant wave heights (H s ), as recorded at the outside measurement station and computed burst by burst, ranged from 0.34 to 4.3 m. Dominant wave periods (T p ) spanned 4.2-19.6 s. The modal incident significant wave height was 0.6 m, and the modal dominant wave period was 15 s. Conditions also encompassed both narrow-banded sea states dominated by single wave periods and broader-banded sea states where waves of a variety of periods arrived at the site.</p><p>Time series of sea surface displacement displayed a strong signature of waves both at the outside station and at the station located on the inshore edge of the forest domain (Fig. <ref type="figure">3</ref>). However, this trend held regardless of whether kelp was present or not. If kelp had a dramatic damping effect, the amplitudes of the surface elevation record in the presence of kelp would have been greatly depressed, resulting in reduced deviations from the zero line. However, such a pattern did not manifest in our dataset, preventing simple comparisons of time series across the outside and inside stations from providing insight into potential levels of wave attenuation by Macrocystis. This pattern was not surprising given that as waves move shoreward, they increase in height through shoaling, while simultaneously experiencing bottom friction that tends to decrease their height. Owing to these contrasting processes, rudimentary comparisons of outside vs. inside records of sea surface displacement intrinsically provide a poor way to assess effects of kelp on wave energy attenuation (Fig. <ref type="figure">3</ref>).</p><p>Likewise, more detailed spectral analyses showed overlap between outside and inside spectra, regardless of the presence or absence of kelp. This pattern begins to indicate a constrained capacity for giant kelp to damp waves. Spectral analyses allow the distribution of wave energy across a range of wave periods to be computed and highlight the wave periods that contribute most to the overall energy. In Fig. <ref type="figure">4A</ref>, at the outside location in the absence of kelp, much of the energy in the wave field is associated with waves of 16 s periods, as indicated by the peak at 0.06 Hz. If kelp forests strongly attenuated wave energy, one would expect this peak to decline in the inside spectrum when kelp is present (i.e. larger differences between the outside and September 9, 2017 Surface height (m) Outside A B 09:04 -0.5 0 0.5 09:06 09:08 09:10 09:12 September 9, 2017 Surface height (m) Inside 09:04 -0.5 0 0.5 09:06 09:08 09:10 09:12 Fig. 3. Example time series of reconstituted sea surface elevations at Marguerite Reef at the outside (A) and inside (B) stations, in the presence of kelp.</p><p>inside spectra would appear in the presence of kelp). However, Fig. <ref type="figure">4</ref> demonstrates that this was not the case.</p><p>Although wave energy spectra are more valuable than simple time series for conveying information about sea state, they remain less than ideal for assessing the capacity for kelp to damp waves. This point follows from the fact that it is the rate of energy transfer through space (the wave energy flux) that is conserved in the absence of dissipation, rather than energy per se. As waves shoal, they increase in height as noted above, which increases their kinetic and potential energy per area. At first glance, this process seems non-physical, because it indicates greater energy in waves that have propagated further shoreward and thus (superficially) implies a violation of conservation laws. What reconciles the inconsistency is that as waves shoal, their passage across space also slows, which leads to the conservation of wave energy flux. We therefore used, as outlined in the Materials and Methods, differences between the wave energy flux outside and inside as a metric for effects of kelp on waves.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Wave damping by kelp</head><p>In the absence of kelp, the site at Marguerite Reef exhibited an average reduction of 12.1 &#177; 1.4 % in wave energy flux between the outside and inside locations (Fig. <ref type="figure">5A</ref>; Table <ref type="table">2</ref>; P &#8804; 0.001), probably attributable to effects of bottom friction.</p><p>Importantly, an additional 7.2 &#177; 1.2 % was lost on average when kelp was present (Fig. <ref type="figure">5A</ref>; Table <ref type="table">2</ref>; P &#8804; 0.001). The distribution of reductions in energy flux also varied substantially in both the absence and presence of kelp. However, some component of the breadth of the distributions is likely to reflect burst-level statistical uncertainty (e.g. owing to innate error associated with the spectral estimates), as evidenced by a portion of the distributions in Fig. <ref type="figure">5B</ref>, C falling to the left of zero. Note that the rightward shift to higher losses in the kelp distribution highlights the additional loss in energy flux attributable to the presence of kelp (Fig. <ref type="figure">5B</ref>, <ref type="figure">C</ref>).</p><p>The amount of energy dissipation attributed to kelp depended subtly on wave height and period, as revealed in the linear regression analysis (Table <ref type="table">3</ref>). Although shorter-period waves tended to lose relatively more energy while transiting between the outside and inside stations than longer-period Mean proportional loss in energy flux Kelp -0.3 0 0.3 0.6 0 Number of bursts 0 10 20 30 40 50 0.1 0.2 0.3 No kelp No kelp A B C -0.3 0 0.3 0.6 Number of bursts Proportional loss in energy flux 0 10 20 30 40 50 Kelp Fig. 5. Proportional loss in wave energy flux between outside and inside stations at Marguerite Reef in the absence and presence of kelp. For example, a value of 0.1 indicates that 10 % of the incident wave energy flux is lost as waves propagate from the outside to inside station. (A) Mean proportional loss in energy flux (&#177;s.e.m.) averaged across all bursts from either the No Kelp or Kelp time periods. There was a significant difference between kelp conditions (***P &#8804; 0.001, d.f. = 302). (B) Full distribution underlying the No Kelp period of (A), where n = 163 bursts. (C) Full distribution underlying the Kelp period of (A), with n = 141.</p><p>waves (note higher elevations of the leftmost portions of the curves in Fig. <ref type="figure">6</ref>), kelp-associated decreases in wave energy flux were greater for waves of longer periods (the lines for Kelp and No Kelp deviate more strongly for longer period waves in Fig. <ref type="figure">6</ref>). There was also a minor effect of incident wave height, with smaller waves (&lt;0.75 m) exhibiting stronger damping by kelp on a percentage basis, in comparison to larger waves (&gt;1 m). This effect is apparent as a flattening of the Kelp slopes, relative to the No Kelp slopes, across panels of Fig. <ref type="figure">6</ref>.</p><p>In contrast to detectable effects of wave height and period on levels of attenuation by kelp, we saw no evidence that the directional character of waves kilometres offshore of the site strongly influenced the dissipation rates at our sensor locations (direction data derived from Datawell Waverider MkIII CDIP buoy 028; Supplementary Data Fig. <ref type="figure">S2A</ref>). The pattern held despite strong seasonal variation in the basin-scale wave climate, characterized by a bimodal distribution of offshore wave directions, such that offshore waves originated more often from the west in the winter and more often from the south and south-west in the summer (Supplementary Data Fig. <ref type="figure">S2A</ref>, <ref type="figure">C</ref>). As with the direction of waves while in deep water, regional wind fields (quantified using NDBC buoy station 46025) also appeared to play little role in influencing the levels of kelp damping (Supplementary Data Fig. <ref type="figure">S2B</ref>, <ref type="figure">D</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>DISCUSSION</head><p>In this study, we tested the physical effect of kelp on the local wave field explicitly, by measuring wave activity in the same topographically static site before and during the presence of a kelp forest. This approach allowed us directly to confront a persistent challenge to disentangling effects of kelp from other factors. In particular, it allowed us to separate the effects of kelp from those tied to seabed properties, which often differ between kelp and non-kelp sites owing to the preference of kelp for rock outcrops vs. less-consolidated substrata, such as cobble, sediment or sand. In our case, we found that a M. pyrifera forest in Palos Verdes, CA, USA had a detectable but limited capacity to damp wave energy. Wave interactions with the seafloor alone reduced wave energy flux, on average, by 12 &#177; 1.4 %, with an additional 7 &#177; 1.2 % reduction when an established kelp forest was present, over a propagation distance of 180 m.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Factors governing damping potential</head><p>Although this study found that M. pyrifera forests have some capacity to damp waves, the magnitude of attenuation is small in comparison to that attributed to other forms of aquatic vegetation. Some kelps with stiffer support structures and which do not form floating surface canopies, such as Laminaria hyperborea, have been shown substantially to decrease wave heights (50 %; <ref type="bibr">Dubi and T&#248;rum, 1996)</ref> and/or damp wave energy (70-85 %; <ref type="bibr">Mork, 1996</ref>; although these latter estimates include effects of bottom dissipation). Mangroves, which are considerably stiffer than kelps and protrude out of the water, can attenuate &#8804;72 % of incident wave energy <ref type="bibr">(Horstman et al., 2012)</ref>. Salt marsh vegetation, which can also be emergent and only modestly flexible, has been shown to exhibit 60-80 % reductions in wave energy <ref type="bibr">(Knutson et al., 1982;</ref><ref type="bibr">Riffe et al., 2011;</ref><ref type="bibr">M&#246;ller et al., 2014)</ref>. Seagrasses, which are more flexible, sometimes emergent, and found in substantially shallower waters relative to those in which M. pyrifera resides, have been shown to reduce wave energy by 20-40 % <ref type="bibr">(Fonseca and Cahalan, 1992)</ref>. We note, however, that these prior studies do not present information concerning vegetation-induced reductions in wave energy flux (as opposed to wave heights or wave energy per area), meaning that direct comparison with the present study is difficult.</p><p>The size of a vegetation assemblage or forest, its density, extent of submergence, morphology and the stiffness of seaweed or plant structures are all expected to affect the damping potential of various types of aquatic vegetation <ref type="bibr">(Tinoco et al.,</ref>   2020). In particular, it is likely that the exceptionally large size, positioning of considerable kelp biomass at the surface of the water and the capacity for M. pyrifera to sway appreciably with passing waveforms together influence the interaction of this species with waves (see, e.g. scaling arguments of <ref type="bibr">Denny et al., 1998)</ref>. However, determining which of these features contribute most strongly to the low levels of attenuation of wave energy flux observed here requires further study.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Wave vs. current damping</head><p>The relatively low levels of wave damping observed in the present study might be at odds with the expectations of some kelp researchers, given the known ability of larger forests to slow currents (e.g. <ref type="bibr">Jackson and Winant, 1983;</ref><ref type="bibr">Gaylord et al., 2012;</ref><ref type="bibr">Elsmore et al., 2022)</ref> and the common (although not universal) misconception that currents and waves will tend to interact in a similar manner with aquatic vegetation. Importantly, however, the time scale of currents and their reversals is distinctly different from that of wave-driven oscillations. In the case of nearshore currents, which typically change directions over hours in association with tides, considerable data indicate that these flows can indeed experience strong damping. This damping arises in aquatic vegetation as diverse as seagrass meadows <ref type="bibr">(Fonseca et al., 1982;</ref><ref type="bibr">Koch and Gust, 1999)</ref>, turfy and understorey seaweeds <ref type="bibr">(Carpenter and Williams, 1993)</ref> and inside forests of large canopy-forming macroalgae <ref type="bibr">(Jackson and Winant, 1983;</ref><ref type="bibr">Gaylord et al., 2007;</ref><ref type="bibr">Rosman et al., 2007;</ref><ref type="bibr">Elsmore et al., 2022)</ref>. A key issue is that tidal currents flow in the same direction for sufficiently long durations that even canopy-forming kelps can be drawn out fully in the direction of flow, limiting the capacity for 'going with the flow' responses to reduce water speeds relative to the kelp <ref type="bibr">(Koehl, 1984)</ref>, such that drag can act on the stipes strongly.</p><p>Waves, in contrast, oscillate over seconds and reverse quickly enough that they are believed to have a much lower capacity to extend large, canopy-forming species fully to where they become stationary and subject to the maximal relative flow speeds that they can experience. This point has been discussed at length in the literature for many years (see, e.g. <ref type="bibr">Koehl, 1984;</ref><ref type="bibr">Lowe et al., 2005)</ref>. Nevertheless, such fundamental differences between currents and waves are sometimes overlooked in considerations of how large canopy-forming kelps interact with water motions of different time scales.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Limitations of the study</head><p>Although this study documented a relatively modest capacity for kelp to reduce wave energy flux, the underlying measurements were conducted in only a single forest. The degree to which a given M. pyrifera forest might modify wave energy flux could vary according to a number of site-specific and forest-specific characteristics. The forest used in this study, although within the range of plant and stipe densities characteristic of many M. pyrifera forests, was a medium-sized forest in terms of spatial extent (180 m in cross-shore width). A forest with greater cross-shore canopy extent would impose a greater total amount of damping, even given an identical rate of decrease in wave energy flux per metre of transit through a forest. We also acknowledge that Southern California generally experiences more benign sea state conditions than some other locales and, consequently, the incident wave conditions observed throughout our study did not include extreme wave heights associated with the largest of storms. That said, sea state conditions much in excess of those we recorded are associated with dislodgement of kelp from the substrate <ref type="bibr">(Seymour et al., 1989)</ref>. The potential for appreciably greater magnitudes of wave energy attenuation by giant kelp therefore appears limited.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>Conclusion</head><p>This study quantified the effect of a giant kelp forest on surface gravity waves using field measurements of waves at a single site in the absence and presence of kelp. Kelp-associated effects were isolated from those attributed to interactions with the seafloor using a before-after experimental design. Kelpassociated reductions in wave energy flux were detectable, but not substantial, and varied with impinging wave heights and periods. Waves of smaller heights and longer periods exhibited the most damping in the presence of kelp. Although giant kelp does cause wave attenuation, the degree of damping is small in comparison to multiple other types of aquatic vegetation. These findings reinforce and confirm previous work, conducted without the advantage of an explicit no-kelp-with-kelp experimental design, suggesting limited potential for wave attenuation by giant kelp. Benefits of M. pyrifera forests for shoreline protection therefore appear modest, other valuable features of such forests notwithstanding. High expectations for using giant kelp restoration as a tool for protection against wave-induced coastal erosion might require careful scrutiny, and further work regarding the role of vegetation in coastal defence, as advocated by others (e.g. <ref type="bibr">Hanley et al., 2020;</ref><ref type="bibr">Morris et al., 2020)</ref> is warranted.</p></div></body>
		</text>
</TEI>
