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<article article-type="research-article" dtd-version="3.0" 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">SCIENTIA MARINA</journal-id>
			<journal-title-group>
				<journal-title>Scientia Marina</journal-title>
				<abbrev-journal-title>Sci Mar</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="epub">0214-8358</issn>
			<publisher>
				<publisher-name>Consejo Superior de Investigaciones Científicas</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			 <article-id pub-id-type="publisher-id">sm4467</article-id>
			 <article-id pub-id-type="doi">10.3989/scimar.04467.03A</article-id>
			 
			
		<title-group>
			  <article-title>Variability of macrofauna distribution along a dissipative log-spiral sandy beach in Rio de Janeiro, Southeastern Brazil</article-title>
			<trans-title-group xml:lang="es">
				<trans-title>Variabilidad en la distributión de la macrofauna a lo largo de una playa disipativa arenosa en espiral en Rio de Janeiro, Sudeste de Brasil</trans-title>
			</trans-title-group>
			<alt-title alt-title-type="running-head">Environmental drivers in log-spiral sandy beaches</alt-title>
		</title-group>
		
		<contrib-group>
			 <contrib contrib-type="author" corresp="yes"> 
			<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-5922-5410</contrib-id>
			<name>
				 <surname>Barboza</surname>
				 <given-names>Carlos A.M. </given-names>
			</name>
			<xref ref-type="aff" rid="U1"/>
			<xref ref-type="aff" rid="U2"/>
			<xref ref-type="corresp" rid="cor1"/>
			<ext-link ext-link-type="email" xlink:href="mailto:carlosambarboza@gmail.com">carlosambarboza@gmail.com</ext-link>
		</contrib>
			 <contrib contrib-type="author" corresp="no"> 
			<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-2006-7328</contrib-id>
			<name>
				 <surname>Cabrini</surname>
				 <given-names>Tatiana</given-names>
			</name>
			<xref ref-type="aff" rid="U1"/>
			<xref ref-type="aff" rid="U3"/>
			<ext-link ext-link-type="email" xlink:href="mailto:tatianacabrini@gmail.com">tatianacabrini@gmail.com</ext-link>
		</contrib>
			 <contrib contrib-type="author" corresp="no"> 
			<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-3677-4190</contrib-id>
			<name>
				 <surname>Mattos</surname>
				 <given-names>Gustavo</given-names>
			</name>
			<xref ref-type="aff" rid="U3"/>
			<ext-link ext-link-type="email" xlink:href="mailto:Gustavo.mattos@globo.com">Gustavo.mattos@globo.com</ext-link>
		</contrib>
			 <contrib contrib-type="author" corresp="no"> 
			<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-1343-4214</contrib-id>
			<name>
				 <surname>Skinner</surname>
				 <given-names>Viviane</given-names>
			</name>
			<xref ref-type="aff" rid="U1"/>
			<ext-link ext-link-type="email" xlink:href="mailto:vivianeskinner@hotmail.com">vivianeskinner@hotmail.com</ext-link>
		</contrib>
			 <contrib contrib-type="author" corresp="no"> 
			<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-8692-0283</contrib-id>
			<name>
				 <surname>Cardoso</surname>
				 <given-names>Ricardo</given-names>
			</name>
			<xref ref-type="aff" rid="U1"/>
			<ext-link ext-link-type="email" xlink:href="mailto:rcardoso@unirio.br">rcardoso@unirio.br</ext-link>
		</contrib>				
			  <aff id="U1">Departamento de Ecologia e Recursos Marinhos, Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Caixa Postal 20290240, Av. Pasteur n296, Urca, Rio de Janeiro - RJ, CEP 22290-240, Brasil.</aff>
			  <aff id="U2">Núcleo em Ecologia e Desenvolvimento Sócio-Ambiental de Macaé, Universidade Federal do Rio de Janeiro, Av. São José do Barreto, 764, São José do Barreto, Macaé - RJ, 27965-045, Brazil.</aff>
			  <aff id="U3">Programa de Pós-graduação em Ecologia, Universidade Federal do Rio de Janeiro (UFRJ), Caixa Postal 68020, <br />Av. Carlos Chagas Filho, 373, Cidade Universitária (Ilha do Fundão), Rio de Janeiro - RJ, CEP 21941-971, Brazil.</aff>
		 </contrib-group>
		 <contrib-group>
			<contrib contrib-type="editor">
				<name>
					<surname>Sardà</surname>
					<given-names>R.</given-names>
				</name>
				<role>Editor</role>
			</contrib>
		</contrib-group>
	<author-notes>
		<corresp id="cor1">e-mail: <email xlink:href="carlosambarboza@gmail.com">carlosambarboza@gmail.com</email>
		</corresp>
	</author-notes>	 		
<pub-date pub-type="epub">
		<day>31</day>
		<month>3</month>
		<year>2017</year>
		</pub-date>
		<pub-date pub-type="collection">
		<year>2017</year>
		</pub-date>
		
		<volume>81</volume>
		<issue>1</issue>
		<fpage>111</fpage>
		<lpage>120</lpage>
		
		<elocation-id content-type="doi">10.3989/scimar.04467.03A</elocation-id>

		 <history>
		  	<date date-type="received">
				<day>2</day>
				<month>5</month>
				<year>2016</year>
			</date>
			<date date-type="accepted">
				<day>11</day>
				<month>1</month>
				<year>2017</year>
			</date>
			<date date-type="published">
				<day>15</day>
				<month>2</month>
				<year>2017</year>
			</date>
		 </history>
		 
		<permissions>
		<copyright-statement>&#x00A9; 2017 CSIC</copyright-statement>
		<copyright-year>2017</copyright-year>
				<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0/">
		<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-by) Spain 3.0 License.</license-p>
		</license>
		</permissions>
		
		<abstract xml:lang="en">
		<title>SUMMARY</title>
		<p>Log-spiral beaches display defined physical gradients alongshore. However, the majority of studies focus on the variability of a single population of macrofauna species. We aimed to investigate the variation in species distribution and in community structure along ten transects on a log-spiral beach. Principal component analysis indicated a clear physical gradient alongshore. Redundancy analysis showed that the sheltered end was related to smaller particle sizes, higher organic matter content and high densities of polychaetes. The exposed end was characterized by coarser sand, lower organic matter content and a high presence of crustaceans. Model selection indicated that the “best fit” to explain the variability in the number of individuals included grain size and beach slope. Variability of the polychaete <italic>Scolelepis squamata</italic> was best explained by grain size, slope and sediment sorting. The best model for the cirolanid <italic>Excirolana armata</italic> only included sediment sorting. The physical gradient in sediment texture and the beach slope explained more than one-third of the variability in community structure. The physical variables were also correlated with the distribution of the individual species. We showed that the physical gradient on log-spiral coasts may be an important driver of macrofauna variability, even at mesoscales and in dissipative conditions. </p>
		</abstract>
		<trans-abstract xml:lang="es">
		<title>RESUMEN</title>
		<p>Las playas en espiral muestran gradientes físicos definidos a lo largo de su recorrido. En este trabajo se investiga la relación entre la distribución en la estructura de comunidades de la macrofauna de una playa y sus gradientes físicos mediante el estudio de 10 transectos. El análisis de componentes principales reveló un claro gradiente físico a lo largo de la playa. El análisis de redundancia mostró que el extremo protegido se caracterizó con tamaños de grano menor, mayor contenido de materia orgánica y uma mayor densidad de anélidos poliquetos. El extremo expuesto se caracterizó por arena gruesa, bajo contenido de materia orgánica y una alta densidad de crustáceos. El mejor ajuste para explicar el número de individuos en una muestra se relacionó con el tamaño del grano de arena y la pendiente de la playa. La variabilidad del poliqueto <italic>Scolelepis squamata</italic> se explicó mejor en base al tamaño de grano, la pendiente y la selección de su sedimento. Por su parte, el mejor modelo para explicar la variabilidad del cirolánido <italic>Excirolana armata</italic> solo incluyó la selección del sedimento. El gradiente físico en la textura del sedimento y la pendiente de la playa explicó más de la tercera parte de la variabilidad en la estructura comunitaria. A su vez, las variables físicas también se correlacionaron con la distribución de especies individuales de la macrofauna. El gradiente físico en las playas en espiral puede explicar la variabilidad de su macrofauna, incluso a mesoescala y en condiciones disipativas.</p>
		</trans-abstract>
		<kwd-group xml:lang="en">
			<title>KEYWORDS</title>
			<kwd>macrofauna assemblage</kwd>
			<kwd>curved beaches</kwd>
			<kwd>mesoscale</kwd>
			<kwd>intertidal</kwd>
			<kwd>morphodynamic</kwd>
			<kwd>physical gradient</kwd>			
		</kwd-group>
		<kwd-group xml:lang="es">
			<title>PALABRAS CLAVE</title>
			<kwd>facies de macrofauna</kwd>
			<kwd>playas curvadas</kwd>
			<kwd>meso-escala</kwd>
			<kwd>intermareal</kwd>
			<kwd>morfodinámica</kwd>
			<kwd>gradientes físicos</kwd>
		</kwd-group>
	 </article-meta>
	</front>
		<body>
<sec id="S1">
<title>INTRODUCTION</title>
			
		  <p>Sandy beaches are the most common coastal environment and harbour a specialized biota (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>), but they are frequently neglected and poorly represented in studies of marine coastal systems (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>, <xref ref-type="bibr" rid="CIT30">Harris et al. 2014</xref>). In ecology, the scale of the investigation plays an important role (<xref ref-type="bibr" rid="CIT56">Defeo and Rueda 2002</xref>, <xref ref-type="bibr" rid="CIT51">Schoeman and Richardson 2002</xref>, <xref ref-type="bibr" rid="CIT02">Barboza and Defeo 2015</xref>). At the mesoscale (within a beach arc), the community structures and species distribution can be investigated in three dimensions: across-shore (perpendicular to the water mark), alongshore (parallel to the length of the beach) and vertically (from the surface of the sediment layer to greater depths). Because most species live closer to the surface of the sand, the distribution of the macrofauna is two-dimensional: across-shore and alongshore (<xref ref-type="bibr" rid="CIT41">McLachlan and Brown 2006</xref>). </p>
			<p>Although the classical zonation patterns on sandy beaches are well established (<xref ref-type="bibr" rid="CIT41">MacLachlan and Brown 2006</xref>), in the 1980s researchers began to qualitatively investigate the ecology and ecophysiology of the sandy beach macrofauna (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>). The community descriptors and the zonation patterns of the macrofauna vary within the across-shore dimension. Generally, the distribution of macrofauna is sparse in the surf zone and supralittoral zone, whereas it is more abundant in the intertidal zone (<xref ref-type="bibr" rid="CIT41">MacLachlan and Brown 2006</xref>). Zonation patterns were previously proposed by <xref ref-type="bibr" rid="CIT12">Dahl (1952)</xref> and were based on the typical crustacean fauna that inhabit the three biological zones. Furthermore, based on how the hydrodynamics of the interstitial water changes with shore level, <xref ref-type="bibr" rid="CIT50">Salvat (1964)</xref> defined four physical zones according to the species assemblage found within each zone. Moreover, Dahl’s zonation patterns can be easily superimposed on Salvat’s physical zones. These zones do not have sharp boundaries and, in fact, often overlap (<xref ref-type="bibr" rid="CIT37">McLachlan 1983</xref>, <xref ref-type="bibr" rid="CIT38">1990</xref>, <xref ref-type="bibr" rid="CIT19">Degraer et al. 2003</xref>). Historically, most studies have focused on the across-shore zonation patterns of the macrofauna (<xref ref-type="bibr" rid="CIT44">McLachlan and Jaramillo 1995</xref>, <xref ref-type="bibr" rid="CIT52">Schlacher and Thompson 2013</xref>). In contrast, fewer studies have investigated the alongshore distribution of macrofauna on sandy beaches. The species distribution alongshore is dependent on the spatial scale investigated, which may be patchy, asymptotic or bell-shaped, and varies according to the morphodynamic states (<xref ref-type="bibr" rid="CIT43">McLachlan and Hesp 1984</xref>, <xref ref-type="bibr" rid="CIT27">Giménez and Yanicelli 2000</xref>, <xref ref-type="bibr" rid="CIT14">Defeo and de Alava 1995</xref>). Usually, species density is high in the central portions of the beach arc and decreases towards one or both ends (<xref ref-type="bibr" rid="CIT41">MacLachlan and Brown 2006</xref>). The macrofauna distribution alongshore is related to several physical factors, including the presence of freshwater discharge (<xref ref-type="bibr" rid="CIT35">Lercari and Defeo 2003</xref>, <xref ref-type="bibr" rid="CIT26">Gandara-Martins et al. 2014</xref>), the morphology and water circulation of the sandy beach (<xref ref-type="bibr" rid="CIT43">McLachlan and Hesp 1984</xref>, <xref ref-type="bibr" rid="CIT20">Donn 1987</xref>, <xref ref-type="bibr" rid="CIT27">Giménez and Yanicelli 2000</xref>), the particle grain size and the slope (<xref ref-type="bibr" rid="CIT39">McLachlan 1996</xref>, <xref ref-type="bibr" rid="CIT32">Lastra and McLachlan 1996</xref>, <xref ref-type="bibr" rid="CIT23">Fernandes and Soares-Gomes 2006</xref>). In addition, biotic factors, such as food availability, settlement behaviour and intra/interspecific competition, also play a role in the alongshore distribution of macrofauna and may interact with the physical variables (<xref ref-type="bibr" rid="CIT01">Ansell 1983</xref>, <xref ref-type="bibr" rid="CIT14">Defeo and de Alava 1995</xref>, <xref ref-type="bibr" rid="CIT51">Schoeman and Richardson 2002</xref>). Studies have also shown that human-induced variability, such as the presence of seawalls and revetments, drives variation in macrofauna distribution (<xref ref-type="bibr" rid="CIT21">Dugan and Hubbard 2010</xref>). </p>
			<p>The alongshore variability in beach exposure is an important variable that influences the distribution of intertidal species. Spiral bays or log-spiral beaches display more clearly defined physical gradients along the sheltered narrow end than at the more exposed open end. This pattern is generated by the interaction between the wave energy, the grain size and the beach face slope (<xref ref-type="bibr" rid="CIT33">LeBlond 1979</xref>, <xref ref-type="bibr" rid="CIT07">Bremmer 1983</xref>). Because the sand texture and swash flow are the two most important factors that define the beach habitat of benthic macrofauna, the distribution of macrofauna varies along this physical gradient (<xref ref-type="bibr" rid="CIT40">McLachlan 2001</xref>). Furthermore, the species composition and abundance also respond to morphodynamic variables and decrease alongshore with increasing beach slope and grain size (<xref ref-type="bibr" rid="CIT19">Degraer et al. 2003</xref>). </p>
			<p>The majority of studies investigating the distribution of macrofauna along log-spiral bays have focused primarily on the variability of a single species population (<xref ref-type="bibr" rid="CIT20">Donn 1987</xref>, <xref ref-type="bibr" rid="CIT51">Schoeman and Richardson 2002</xref>). However, the length of the beach is a significant factor in beach ecology (<xref ref-type="bibr" rid="CIT05">Brazeiro 1999</xref>), so the limited number of studies concerning the community variability on a single log-spiral beach is particularly evident for shortened physical gradients (&lt;1 km long). Different processes operating at multiple spatial scales differentially affect the distribution of species along the beach (<xref ref-type="bibr" rid="CIT27">Giménez and Yanicelli 2000</xref>, <xref ref-type="bibr" rid="CIT49">Rodil et al. 2012</xref>). It is believed that on large scales, the macrofauna is mainly controlled by the physical environment (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>), whereas biological factors are a very important driver of species distribution on smaller scales and under more dissipative conditions (<xref ref-type="bibr" rid="CIT18">Defeo et al. 2003</xref>, <xref ref-type="bibr" rid="CIT42">McLachlan and Dorvlo 2005</xref>). However, <xref ref-type="bibr" rid="CIT49">Rodil et al. (2012)</xref> showed that sediment characteristics and the beach face slope showed the highest contribution to explaining most of the macroinvertebrate community variation at the mesoscale. Therefore, in this study, we investigated the species distribution along a dissipative log-spiral beach located on the southern coast of Brazil. We hypothesized that the physical gradient would be an important driver of species distribution on short, dissipative log-spiral beaches. Furthermore, because log-spiral beaches display a defined gradient of exposure and sediment texture, we predicted that even at limited spatial scales (hundreds of metres) the macrofauna variability at both the population and community level would strongly correlate with the physical gradient, as measured by the sediment texture and beach face slope. </p>
			
	</sec>
<sec id="S2">
<title>MATERIALS AND METHODS</title>
			
<sec id="S2.1">
<title>Study area</title>
			
			<p>Sepetiba Bay (<xref ref-type="fig" rid="F1">Fig. 1</xref>) is located on the coast of Rio de Janeiro State in southeastern Brazil and has a surface area of 450 km<sup>2</sup>. It is a sedimentary embayment that is shaped by extensive processes of sand deposition. Based on the environmental characteristics, the bay can be divided into three sectors: the inner sector (influenced by freshwater discharges from several small rivers), the outer sector (influenced by oceanic waters and in contact with the Atlantic Ocean by a wide mouth located at its western end) and the middle sector (a mixed zone with intermediate environmental conditions influenced by freshwater discharges and by oceanic waters). The outer sector is marked by the presence of islands with several sheltered and exposed sandy beaches (<xref ref-type="bibr" rid="CIT09">Cardoso et al. 2012</xref>). The mean tidal range of the region is 1.50 m and currents, with a maximum speed of approximately 1 m/s, mainly regulate the hydrodynamic conditions (<xref ref-type="bibr" rid="CIT25">Fragoso 1999</xref>). At its western end, the Sepetiba Bay is connected to Ilha Grande Bay by a narrow channel in which the main current direction is from west to east (<xref ref-type="bibr" rid="CIT54">Signorini 1980</xref>, <xref ref-type="bibr" rid="CIT25">Fragoso 1999</xref>). <xref ref-type="bibr" rid="CIT09">Cardoso et al. (2012)</xref>, studying 12 sandy beaches on five islands within Sepetiba Bay, showed that the species richness and total abundance markedly increase in the inner bay, where the wave action is minimal. They also verified that wave exposure variability, sediment variables (e.g. silt-clay content), and the length and width of the beaches had a stronger influence on macrofauna. Suja Beach is located in the outer sector of the bay (facing the continent) and has a beach arc approximately 2 km long (<xref ref-type="fig" rid="F1">Fig. 1</xref>). It has a Beach Index (<xref ref-type="bibr" rid="CIT42">McLachlan and Dorvlo 2005</xref>) of 2.28 and is classified as a dissipative sandy beach. The dominant south/southwestern winds (<xref ref-type="bibr" rid="CI54">Signorini 1980</xref>, <xref ref-type="bibr" rid="CIT25">Fragoso 1999</xref>) and the orientation of the beach in relationship to the oceanic swells are responsible for the log-spiral shape of the beach (<xref ref-type="bibr" rid="CIT33">LeBlond 1979</xref>, <xref ref-type="bibr" rid="CIT07">Bremmer 1983</xref>). The beach has a sheltered area at the narrow end and a more exposed area at the open end, creating a defined physical gradient of morphodynamic characteristics and sediment texture. The sheltered end also contains a pier that advances 70 m into the sea. In the middle area of the beach arc, there is also a small freshwater river mouth.</p>
						<fig id="F1">
				<label>Fig. 1</label>
				<caption>
				<title>Sepetiba Bay (upper panel) and Suja Beach with the locations of the ten transects sampled along the beach arc.</title>
				</caption>
				<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="../sm81n1-4467-web-resources/image/sm4467fig1_fmt.jpeg"/>
			</fig>

</sec>
<sec id="S2.2">
<title>Sampling procedures and morphodynamic measures</title>
			
		  <p>The sampling was performed in April 2009 along ten equally spaced (100 m) transects perpendicular to the shoreline. Although this was a snapshot study, we investigated the variability of a well-established morphodynamic feature from a single beach arc. The spatial pattern defined by a protected and an exposed end alongshore is not mutable over time, so we can expect the same main physical influence at different times. Ten equally spaced sampling levels were established on each transect; the first was at the waterline, the second to last was on the drift line and the last was 3 m above the drift line (supralittoral zone). A total of 100 samples were taken at a depth of 25 cm with a 0.04 m<sup>2</sup> quadrat sampler. The collected sediment was sieved through a 0.50 mm mesh sieve, and the retained material was taken to the laboratory, where the organisms were sorted and fixed in 5% buffered formalin.</p>
			<p>The beach face slope was determined by the height difference (<xref ref-type="bibr" rid="CIT22">Emery 1961</xref>) between the supralittoral zone and the waterline at each transect. Sediment samples for particle size analysis were collected from each transect at four equally spaced levels using a 3.5 cm diameter corer. The samples were oven-dried at 70°C and passed through a series of sieves in order of size and parameters were estimated according to <xref ref-type="bibr" rid="CIT24">Folk and Ward (1957)</xref>. The total organic matter (TOM) content was estimated in sub-samples of 5 g of dried sediment after calcination at 500°C for 1 h. </p>
		
			</sec>
<sec id="S2.3">
<title>Data analysis</title>
			
		  <p>The biological data were arranged in an n×p matrix, with the transects in rows and the species in columns. The abundance of each species was calculated by summing up the number of individuals sampled in each level of each transect (<xref ref-type="bibr" rid="CIT53">Schlacher et al. 2008</xref>). Sediment variables were assessed using the grain size, sorting, skewness, kurtosis and content of organic matter, calculated using mean values from five levels (2, 4, 6, 8 and 10) of each transect, which provided a point estimate. A principal component analysis (PCA) was used to assess patterns of spatial variation in sediment features and beach slope. A redundancy analysis (RDA) (<xref ref-type="bibr" rid="CIT48">Rao 1964</xref>) was used to link the physical and biological variability. Prior to performing the RDA, the physical matrix (including the sediment parameters and the beach slope) was standardized, and the Hellinger transformation (<xref ref-type="bibr" rid="CIT34">Legendre and Gallagher 2001</xref>) was applied to the biological matrix. </p>
			<p>Generalized linear models (GLMs) using a Poisson distribution (<xref ref-type="bibr" rid="CIT57">Zuur et al. 2009</xref>) were adjusted to investigate the variability in the counts of the total number of individuals and the number of individuals from the most abundant species. The models were run using the main morphodynamic descriptors of sandy beaches (particle grain size, beach face slope and sediment sorting) as predictors (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>). TOM was excluded as a predictor to avoid model saturation and because it was significantly correlated (p&lt;0.05) with sediment sorting. To search for the best-fit model to explain the biological variability, we primarily ran a total of eight candidate models (all possible combinations of the additive effects 2<sup>n</sup>, where n is the number of predictors). Applying a theoretical inference approach, the ‘best-fit model’ was selected using the corrected Akaike Information Criteria (AICc), log-likelihood scores and Akaike weights (AICw). The weight of each model measured the relative likelihood of a model being the best fit for the given data (<xref ref-type="bibr" rid="CIT08">Burnham and Anderson 2002</xref>). All data analyses were performed using the R program (<xref ref-type="bibr" rid="CIT47">R Development Core Team 2014</xref>) with the assistance of the software packages vegan (<xref ref-type="bibr" rid="CIT45">Oksanen et al. 2015</xref>), MASS (<xref ref-type="bibr" rid="CIT55">Venables and Ripley 2002</xref>) and MuMln (<xref ref-type="bibr" rid="CIT04">Barton 2014</xref>). </p>
			
		</sec></sec>
<sec id="S3">
<title>RESULTS</title>
			
<sec id="S3.1">
<title>Sediment and morphodynamic variability</title>
			
		  <p>The particle grain size and beach face slope varied alongshore between 0.09 and 0.34 mm (very fine sand to medium sand) and 0.03 and 0.08, respectively (<xref ref-type="table" rid="T1">Table 1</xref>). The first principal component of the PCA analysis showed that there was a clear physical spatial gradient alongshore. The biplot showed a distinct separation between transects 1 and 2 and the other transects. The first ones were characterized by the higher values of organic matter and grain sorting (<xref ref-type="fig" rid="F2">Fig. 2</xref>). The transects sampled from the middle part of the beach arc (3 to 6) were characterized by higher values of kurtosis measures. This gradient was partially disrupted by the position of transect 8, which grouped with the middle transects on the central top of the PCA diagram. Transects 7, 9 and 10 were characterized by higher grain size, slope and skewness values (<xref ref-type="fig" rid="F2">Fig. 2</xref>).</p>
		  	<table-wrap id="T1">
			<label>Table 1</label>
		<caption>
			<title>Mean values of sediment parameters and beach face slope measured in each transect of Suja Beach. TOM, total organic matter.</title>
		</caption>
		<table frame="hsides" rules="groups">
  <thead>
		        <tr>
		          <th>Transect</th>
		          <th>Grain size (mm)</th>
		          <th>Sorting</th>
		          <th>Skewness</th>
		          <th>Kurtosis</th>
		          <th>TOM (%)</th>
		          <th>Beach slope</th>
	            </tr>
	          </thead>
		      <tbody>
		        <tr>
		          <td> 1
		            </td>
		          <td>0.103</td>
		          <td>2.581</td>
		          <td>-0.100</td>
		          <td>1.019</td>
		          <td>5.406</td>
		          <td>0.037</td>
	            </tr>
		        <tr>
		          <td> 2
		            </td>
		          <td>0.088</td>
		          <td>2.447</td>
		          <td>-0.584</td>
		          <td>1.253</td>
		          <td>1.409</td>
		          <td>0.047</td>
	            </tr>
		        <tr>
		          <td> 3
		            </td>
		          <td>0.123</td>
		          <td>1.630</td>
		          <td>-0.308</td>
		          <td>1.544</td>
		          <td>0.848</td>
		          <td>0.055</td>
	            </tr>
		        <tr>
		          <td> 4
		            </td>
		          <td>0.157</td>
		          <td>1.672</td>
		          <td>0.032</td>
		          <td>1.356</td>
		          <td>0.822</td>
		          <td>0.040</td>
	            </tr>
		        <tr>
		          <td>5</td>
		          <td>0.162</td>
		          <td>1.839</td>
		          <td>-0.102</td>
		          <td> 1.488
		            </td>
		          <td>0.851</td>
		          <td>0.026</td>
	            </tr>
		        <tr>
		          <td> 6
		            </td>
		          <td>0.160</td>
		          <td>1.688</td>
		          <td>-0.025</td>
		          <td>1.805</td>
		          <td>0.293</td>
		          <td>0.043</td>
	            </tr>
		        <tr>
		          <td> 7
		            </td>
		          <td>0.198</td>
		          <td>1.794</td>
		          <td>0.207</td>
		          <td>1.110</td>
		          <td>1.028</td>
		          <td>0.070</td>
	            </tr>
		        <tr>
		          <td> 8
		           </td>
		          <td>0.159</td>
		          <td>1.935</td>
		          <td>-0.025</td>
		          <td>1.765</td>
		          <td>0.728</td>
		          <td>0.058</td>
	            </tr>
		        <tr>
		          <td> 9
		          </td>
		          <td>0.315</td>
		          <td>2.083</td>
		          <td>0.056</td>
		          <td>0.732</td>
		          <td>0.876</td>
		          <td>0.050</td>
	            </tr>
		        <tr>
		          <td> 10
		           </td>
		          <td>0.339</td>
		          <td>1.942</td>
		          <td>0.054</td>
		          <td>0.780</td>
		          <td>0.226</td>
		          <td> 0.078
		           </td>
	            </tr>
	          </tbody>
	        </table>
	      </table-wrap>
		  			<fig id="F2">
				<label>Fig. 2</label>
				<caption>
				<title>Principal component analysis (PCA) plot based on sediment texture and beach face slope. Numbers indicate transects sampled along the beach arc. TOM, total organic matter.</title>
				</caption>
				<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="../sm81n1-4467-web-resources/image/sm4467fig2_fmt.jpeg"/>
			</fig>


          </sec>
<sec id="S3.2">
<title>Species composition and distribution alongshore</title>
			
		  <p>A total 886 individuals were sampled, and 21 species were identified, which were mainly comprised of polychaetes and crustaceans (<xref ref-type="table" rid="T2">Table 2</xref>). The most abundant and frequent species was the polychaete <italic>Scolelepis squamata</italic> (n=511), which was followed by the cirolanid crustacean, <italic>Excirolana armata</italic> (n=103). </p>
		  	<table-wrap id="T2">
			<label>Table 2</label>
		<caption>
			<title>List of species and number of individuals per transect sampled at Suja Beach.</title>
		</caption>
		<table frame="hsides" rules="groups">
  <thead>
		        <tr>
		          <th></th>
		          <th colspan="10">Transects</th>
	            </tr>
		        <tr>
		          <th></th>
		          <th>1</th>
		          <th>2</th>
		          <th>3</th>
		          <th>4</th>
		          <th>5</th>
		          <th>6</th>
		          <th>7</th>
		          <th>8</th>
		          <th>9</th>
		          <th> 10
		            
	              </th>
	            </tr>
	          </thead>
		      <tbody>
		        <tr>
		          <td align="left">Polychaeta</td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
	            </tr>
		        <tr>
		          <td>Goniadidae</td>
		          <td>1</td>
		          <td>5</td>
		          <td>1</td>
		          <td>0</td>
		          <td>0</td>
		          <td>5</td>
		          <td>2</td>
		          <td>0</td>
		          <td>2</td>
		          <td>0</td>
	            </tr>
		        <tr>
		          <td>Oenoidae</td>
		          <td>1</td>
		          <td>0</td>
		          <td>2</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
	            </tr>
		        <tr>
		          <td>Orbinidae</td>
		          <td>0</td>
		          <td>1</td>
		          <td>24</td>
		          <td>5</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Glycera</italic></td>
		          <td>0</td>
		          <td>4</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Magelona</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>4</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Mooreonuphis</italic></td>
		          <td>5</td>
		          <td>0</td>
		          <td>7</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Capitella</italic> complex
		            </td>
		          <td>60</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Owenia fusiformis</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
	            </tr>
		        <tr>
		          <td><italic>Scolelepis squamata</italic></td>
		          <td>76</td>
		          <td>115</td>
		          <td>68</td>
		          <td>122</td>
		          <td>46</td>
		          <td>5</td>
		          <td>2</td>
		          <td>76</td>
		          <td>1</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td align="left">Crustacea</td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
	            </tr>
		        <tr>
		          <td>Caridae</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
	            </tr>
		        <tr>
		          <td>Cheidae</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Excirolana armata</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>2</td>
		          <td>19</td>
		          <td>21</td>
		          <td>27</td>
		          <td>29</td>
		          <td>1</td>
		          <td> 3
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Excirolana braziliensis</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>1</td>
		          <td>1</td>
		          <td>1</td>
		          <td>1</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Emerita brasiliensis</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>3</td>
		          <td>0</td>
		          <td>1</td>
		          <td>1</td>
		          <td>1</td>
		          <td>0</td>
		          <td>2</td>
		          <td>4</td>
	            </tr>
		        <tr>
		          <td><italic>Monokalliapseudes schubarti</italic></td>
		          <td>0</td>
		          <td>101</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Pinnixia chaetopterana</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td align="left">Mollusca</td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
		          <td></td>
	            </tr>
		        <tr>
		          <td><italic>Anomalocardia flexuosa</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Corbula patagonica</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Donax hanleyanus</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Eurytellina lineata</italic></td>
		          <td>17</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td> 0
		            </td>
	            </tr>
		        <tr>
		          <td><italic>Olivella minuta</italic></td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>0</td>
		          <td>1</td>
		          <td>0</td>
	            </tr>
	          </tbody>
	        </table>
	      </table-wrap>
<p><xref ref-type="fig" rid="F3">Figure 3</xref> contains scatter plots showing the patterns over transects alongshore. A LOESS smoothing curve was added in each panel to aid visual interpretation. The total number of individuals decreased as the distance from the sheltered end, the particle grain size and the beach face slope increased (<xref ref-type="fig" rid="F3">Fig. 3A-C</xref>). In addition, the species richness tended to decrease as the distance increased; however, there is no significant trend here and no clear relationship with the grain size and beach slope (<xref ref-type="fig" rid="F3">Fig. 3D-F</xref>). </p>
			<fig id="F3">
				<label>Fig. 3</label>
				<caption>
				<title>Values of individuals m<sup>–2</sup> and macrofauna species richness against mean grain size, beach face slope and distance along beach of each individual transect sampled at Suja Beach. The blue lines indicated the LOESS smoothing curve with a span width of 0.75 in each panel.</title>
				</caption>
				<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="../sm81n1-4467-web-resources/image/sm4467fig3_fmt.jpeg"/>
			</fig>
</sec>
<sec id="S3.3">
<title>Relationships between the species distribution and the sediment variability</title>
			
		  <p>The RDA explained 37% of biological variability. The triplot diagram showed that there were clear differences in the species assemblage and sediment texture alongshore (<xref ref-type="fig" rid="F4">Fig. 4</xref>). The transects from the sheltered end were separated along the first canonical axis by higher contents of organic matter, grain sorting and kurtosis measures. In particular, the organic matter and grain sorting variables were related to the higher abundance of polychaetes. In contrast, the transects from the middle area and the exposed ends had more severe morphodynamic conditions and were plotted on the positive side of the first canonical axis. These transects were dominated by a high level of crustaceans. The second axis separated transects 9 and 10 from transects 5 to 8 by coarser grain sizes (<xref ref-type="fig" rid="F4">Fig. 4</xref>). &#9;</p>
		  			<fig id="F4">
				<label>Fig. 4</label>
				<caption>
				<title>Triplot from a redundancy analysis of Suja Beach. Environmental variables are represented by blue arrows, transects by numbers and taxa by names. R<sup>2</sup> adjusted = 0.37.</title>
				</caption>
				<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="../sm81n1-4467-web-resources/image/sm4467fig4_fmt.jpeg"/>
			</fig>

<p>The models ranked by their AICc values are shown in <xref ref-type="table" rid="T3">Table 3</xref>. For the three response variables investigated, all models that included the beach slope or at least one sediment characteristic had a higher likelihood than the respective null model that included only the intercept term. For the total number of individuals, the best-fit model (with an AICc weight equal to 0.513) included the grain size, sediment sorting and an intercept term (<xref ref-type="table" rid="T3">Table 3</xref>). <xref ref-type="fig" rid="F5">Figure 5A-B</xref> show that the partial effects of grain size and sediment sorting decreased the number of individuals. The second best-fit model excluded sediment sorting and the AICc weight was 0.338. The evidence ratio measures the support for each individual model by taking into account the ratio between the weight of the best-fit model and a candidate model (<xref ref-type="bibr" rid="CIT08">Burnham and Anderson 2002</xref>). The ratio between the first and the second best-fit models was 1.52, which indicates that a parsimonious explanation has the same probability of being the best-fit model. The AICc weights of all the remaining models were less than 0.1 (<xref ref-type="table" rid="T3">Table 3</xref>). The best-fit model adjusted for the number of <italic>S. squamata</italic> included all the morphodynamic predictors and had an AICc weight of 0.99, which indicated that this model has a very high probability (99%) of explaining another data set structured by the same processes (<xref ref-type="bibr" rid="CIT08">Burnham and Anderson 2002</xref>). The three morphodynamic predictors had a negative effect on the abundance of <italic>S. squamata</italic> (<xref ref-type="fig" rid="F5">Fig. 5C-E</xref>). The best-fit model adjusted to the number of <italic>E. armata</italic> included only sediment sorting (<xref ref-type="table" rid="T3">Table 3</xref>) and had a negative effect on the number of individuals (<xref ref-type="fig" rid="F5">Fig. 5F</xref>). </p>
	<table-wrap id="T3">
			<label>Table 3</label>
		<caption>
			<title>Results from all combinations of the possible models adjusted for the total number of individuals, <italic>Scolelepis squamata</italic> and <italic>Excirolana armata</italic> sampled at Suja Beach. Models were ordered by AICc values. The numbers in the predictors columns of grain size, beach face slope and sediment sorting are the estimated values of each variable included in the model. Degrees of freedom (df), loglikehood (Loglik), corrected Akaike information criterion (AICc), delta Akaike information criterion (dAIC) and weights from each model were reported.</title>
		</caption>
		<table frame="hsides" rules="groups">
  <thead>
      <tr>
        <th colspan="10">Total number of individuals</th>
      </tr>
      <tr>
        <th>Model</th>
        <th>Intercept</th>
        <th>Grain size</th>
        <th>slope</th>
        <th>sorting</th>
        <th>df</th>
        <th>LogLik</th>
        <th>AICc</th>
        <th>dAIC</th>
        <th>weight</th>
      </tr>
    </thead>
    <tbody>
      <tr>
        <td>1</td>
        <td>0.5687</td>
        <td>–2.284</td>
        <td></td>
        <td>–0.272</td>
        <td>3</td>
        <td>–77.265</td>
        <td>164.5</td>
        <td>0.00</td>
        <td>0.513</td>
      </tr>
      <tr>
        <td>2</td>
        <td>0.4704</td>
        <td>–2.057</td>
        <td></td>
        <td></td>
        <td>2</td>
        <td>–79.825</td>
        <td>165.4</td>
        <td>0.83</td>
        <td>0.338</td>
      </tr>
      <tr>
        <td>3</td>
        <td>0.7078</td>
        <td>–2.024</td>
        <td>–3.646</td>
        <td></td>
        <td>3</td>
        <td>–79.170</td>
        <td>168.3</td>
        <td>3.81</td>
        <td>0.076</td>
      </tr>
      <tr>
        <td>4</td>
        <td>0.8676</td>
        <td>–2.268</td>
        <td>–4.659</td>
        <td>–0.296</td>
        <td>4</td>
        <td>–76.223</td>
        <td>168.4</td>
        <td>3.92</td>
        <td>0.072</td>
      </tr>
      <tr>
        <td>5</td>
        <td>3.4120</td>
        <td></td>
        <td>–18.08</td>
        <td>0.963</td>
        <td>3</td>
        <td>–224.90</td>
        <td>459.8</td>
        <td>295.28</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>6</td>
        <td>2.1780</td>
        <td></td>
        <td></td>
        <td>1.141</td>
        <td>2</td>
        <td>–250.34</td>
        <td>506.4</td>
        <td>341.86</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>7</td>
        <td>5.5280</td>
        <td></td>
        <td>–21.61</td>
        <td></td>
        <td>2</td>
        <td>–273.21</td>
        <td>552.1</td>
        <td>387.61</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>8</td>
        <td>4.4840</td>
        <td></td>
        <td></td>
        <td></td>
        <td>1</td>
        <td>–315.06</td>
        <td>632.6</td>
        <td>468.11</td>
        <td>0.000</td>
      </tr>
      <tr>
        <th colspan="10"> <italic>Scolelepis squamata</italic>
          
        </th>
      </tr>
      <tr>
        <th>Model</th>
        <th>Intercept</th>
        <th>Grain size</th>
        <th>slope</th>
        <th>sorting</th>
        <th>df</th>
        <th>LogLik</th>
        <th>AICc</th>
        <th>dAIC</th>
        <th>weight</th>
      </tr>
      <tr>
        <td>1</td>
        <td>1.4040</td>
        <td>–2.772</td>
        <td>–19.47</td>
        <td>–1.005</td>
        <td>4</td>
        <td>–124.776</td>
        <td>265.6</td>
        <td>0.00</td>
        <td>0.999</td>
      </tr>
      <tr>
        <td>2</td>
        <td>0.3721</td>
        <td>–2.684</td>
        <td></td>
        <td>–0.847</td>
        <td>3</td>
        <td>–134.939</td>
        <td>279.9</td>
        <td>14.33</td>
        <td>0.001</td>
      </tr>
      <tr>
        <td>3</td>
        <td>1.0410 </td>
        <td>–1.847</td>
        <td>–14.98</td>
        <td></td>
        <td>3</td>
        <td>–142.656</td>
        <td>295.3</td>
        <td>29.76</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>4</td>
        <td>0.1096</td>
        <td>–1.966</td>
        <td></td>
        <td></td>
        <td>2</td>
        <td>–149.280</td>
        <td>304.3</td>
        <td>38.72</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>5</td>
        <td>4.2550</td>
        <td></td>
        <td>–26.95</td>
        <td>0.482</td>
        <td>3</td>
        <td>–228.480</td>
        <td>467.0</td>
        <td>201.41</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>6</td>
        <td>5.2730</td>
        <td></td>
        <td>–28.12</td>
        <td></td>
        <td>2</td>
        <td>–235.367</td>
        <td>476.4</td>
        <td>210.90</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>7</td>
        <td>2.5760</td>
        <td></td>
        <td></td>
        <td>0.680</td>
        <td>2</td>
        <td>–262.498</td>
        <td>530.7</td>
        <td>265.16</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>8</td>
        <td>3.9340</td>
        <td></td>
        <td></td>
        <td></td>
        <td>1</td>
        <td>–275.040</td>
        <td>552.6</td>
        <td>287.03</td>
        <td>0.000</td>
      </tr>
      <tr>
        <th colspan="10"> <italic>Excirolana armata</italic>
          
        </th>
      </tr>
      <tr>
        <th>Model</th>
        <th>Intercept</th>
        <th>Grain size</th>
        <th>slope</th>
        <th>sorting</th>
        <th>df</th>
        <th>LogLik</th>
        <th>AICc</th>
        <th>dAIC</th>
        <th>weight</th>
      </tr>
      <tr>
        <td>1</td>
        <td>6.091</td>
        <td></td>
        <td></td>
        <td>–1.995</td>
        <td>2</td>
        <td>–73.350</td>
        <td>152.4</td>
        <td>0.00</td>
        <td>0.739</td>
      </tr>
      <tr>
        <td>2</td>
        <td>5.799</td>
        <td></td>
        <td>6.846</td>
        <td>–2.029</td>
        <td>3</td>
        <td>–72.818</td>
        <td>155.6</td>
        <td>3.22</td>
        <td>0.148</td>
      </tr>
      <tr>
        <td>3</td>
        <td>6.497</td>
        <td>0.1887</td>
        <td></td>
        <td>–2.036</td>
        <td>3</td>
        <td>–73.146</td>
        <td>156.3</td>
        <td>3.88</td>
        <td>0.106</td>
      </tr>
      <tr>
        <td>4</td>
        <td>5.933</td>
        <td>0.0501</td>
        <td>6.269</td>
        <td>–2.038</td>
        <td>4</td>
        <td>–72.807</td>
        <td>161.6</td>
        <td>9.20</td>
        <td>0.007</td>
      </tr>
      <tr>
        <td>5</td>
        <td>2.332</td>
        <td></td>
        <td></td>
        <td></td>
        <td>1</td>
        <td>–85.809</td>
        <td>174.1</td>
        <td>21.70</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>6</td>
        <td>1.901</td>
        <td></td>
        <td>8.364</td>
        <td></td>
        <td>2</td>
        <td>–84.998</td>
        <td>175.7</td>
        <td>23.30</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>7</td>
        <td>2.851</td>
        <td>0.2923</td>
        <td></td>
        <td></td>
        <td>2</td>
        <td>–85.047</td>
        <td>175.8</td>
        <td>23.39</td>
        <td>0.000</td>
      </tr>
      <tr>
        <td>8</td>
        <td>2.370</td>
        <td>0.1824</td>
        <td>5.556</td>
        <td></td>
        <td>3</td>
        <td>–84.786</td>
        <td>179.6</td>
        <td>27.16</td>
        <td> 0.000
          </td>
      </tr>
    </tbody>
  </table>
</table-wrap>
			<fig id="F5">
				<label>Fig. 5</label>
				<caption>
				<title>Mean partial effects of grain size, beach slope and sediment sorting of generalized linear models adjusted to the total number of individuals, <italic>Scolelepis squamata</italic> and <italic>Excirolana armata</italic> sampled at Suja Beach. Only the effects of the variables selected in each best model are shown. Grey shadows indicate the 0.95 confidence interval. The tick marks on the x-axis indicate the measured values for each predictor.</title>
				</caption>
				<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="../sm81n1-4467-web-resources/image/sm4467fig5_fmt.jpeg"/>
			</fig>

</sec></sec>
<sec id="S1">
<title>DISCUSSION</title>
			
		  <p>Our primary hypothesis was confirmed by both the strong correlation between the distribution of macrofauna at the population and community level and the physical variability. The log-spiral shape, in which the beach arc is sheltered at the narrow end and more exposed at the open end, is generated by the slope gradient and the sediment texture along Suja Beach. The sheltered end of the beach was characterized by smaller particle sizes, a higher organic matter content and macrofauna consisting primarily of polychaetes. The exposed end was characterized by coarser sand, a lower organic matter content and a high presence of crustaceans. These data indicate that the physical variables are an important driver of community structure and species distribution, even at mesoscales under dissipative conditions. </p>
			<p>At mesoscales, macrofauna communities from the intertidal zone are mainly controlled by physical drivers and may lack a strong biotic control in direction to reflective morphodynamic states (see <xref ref-type="bibr" rid="CIT38">McLachlan 1990</xref>, <xref ref-type="bibr" rid="CIT06">Brazeiro 2001</xref>, <xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref> for a review). The triplot from the RDA indicated that there were clear changes in the community structure and the sediment texture alongshore, which explained more than one-third of the variability in community assemblage. On exposed sandy beaches, the change in response to physical drivers is more variable for species abundance than for species richness (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>). In addition, the length of the beach influences species composition at small spatial scales such as pocket beaches (&lt;2 km); however, this influence decreases as the length of the beach increases (<xref ref-type="bibr" rid="CIT05">Brazeiro 1999</xref>). The relationship between beach length and total species number is not obvious and may be non-linear and scale-dependent (<xref ref-type="bibr" rid="CIT09">Cardoso et al. 2012</xref>). <xref ref-type="bibr" rid="CIT39">McLachlan (1996)</xref> reported that on a 4-km-long beach in Namibia, the species richness and abundance decreased in the central area of the beach arc where the mean sand particle size increased due to tailings disposal. However, studying two shorter Brazilian beaches (700 and 900 m long), <xref ref-type="bibr" rid="CIT23">Fernandes and Soares-Gomes (2006)</xref> found a significant relationship between species abundance, grain size and beach slope, but not species richness. These results are in agreement with our findings on the relationship between species abundance, species richness and the physical variables. Species abundance was higher in the first transects and decreased at the more exposed ends of the beach; therefore, the species abundance was negatively related to the particle grain size. Furthermore, although species richness tended to decrease at the exposed ends of the beach arc, it was not significantly related to any physical variables in our models. </p>
			<p>When addressing large-scale community patterns, morphodynamic models predict that species richness and abundance increase from reflective to more dissipative morphodynamic states because species are excluded from the extremes of the harsh swash climate and coarser sand conditions (<xref ref-type="bibr" rid="CIT06">Brazeiro 2001</xref>, <xref ref-type="bibr" rid="CIT40">McLachlan 2001</xref>). Although studies have confirmed this hypothesis (<xref ref-type="bibr" rid="CIT42">McLachlan and Dorvlo 2005</xref>, <xref ref-type="bibr" rid="CIT02">Barboza and Defeo 2015</xref>), ecological patterns, such as the importance of the effects of environmental drivers, may shift along spatial scales (<xref ref-type="bibr" rid="CIT56">Wiens 1989</xref>), especially on exposed sandy beaches (<xref ref-type="bibr" rid="CIT14">Defeo and de Alava 1995</xref>). For example, <xref ref-type="bibr" rid="CIT27">Giménez and Yanicelli (2000)</xref> proposed that the environmental variables driving the species-dependent distribution of the sandy beach crustaceans, <italic>Excirolana braziliensis, Excirolana armata</italic> and <italic>Emerita brasiliensis</italic> vary according to the sampling scale (between 30 m and 3 km). However, this is not a general rule. <xref ref-type="bibr" rid="CIT49">Rodil et al. (2012)</xref> showed that that local scale investigations could be a feasible way to construct general predictive species-environmental models on sandy beaches. Ou results corroborated this hypothesis because they supported the morphodynamic models at the mesoscale. </p>
			<p>The variability in species assemblage primarily results from the independent changes in the abundance of the individual species in response to variability in swash and particle grain size (<xref ref-type="bibr" rid="CIT39">McLachlan 1996</xref>). In this study, the variability in total abundance was primarily influenced by the species <italic>S. squamata</italic> and was significantly correlated to both swash and particle grain size (p&lt;0.01). The polychaete species <italic>S. squamata</italic>, which is a suspension feeder that captures food particles above the sediment water interface, is widely distributed in the intertidal sediments of sandy beaches and lives in well-sorted grains (<xref ref-type="bibr" rid="CIT13">Dauer 1983</xref>). The more exposed area of the beach arc was dominated by the cirolanid, <italic>E. armata</italic>, which were virtually absent from the first transects. <italic>E. armata </italic>acts as a scavenger/predator and, at the macroscale, is highly substratum-specific to fine sands of beaches from dissipative to intermediate morphodynamic states (<xref ref-type="bibr" rid="CIT17">Defeo et al. 2001</xref>, <xref ref-type="bibr" rid="CIT36">Lozoya et al. 2010</xref>, <xref ref-type="bibr" rid="CIT46">Petracco et al. 2010</xref>). When only a single beach arc is investigated, the sand particle size emerges as the most immediate environment of the macrofauna (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>). The sediment of Suja Beach varied from very fine sand (0.09 mm) to medium sand (0.34 mm) and was included in the best fit for the total abundance and for the number of individuals of <italic>S. squamata</italic>. However, the distribution of <italic>E. armata</italic> was only related to the sediment sorting and not to particle grain size. Sediment sorting is controlled by hydrodynamic and/or geomorphological processes. Well-sorted sediments are typical of high-energy areas, whereas poorly sorted sediments are typical of low-energy areas (<xref ref-type="bibr" rid="CIT28">Gray 1981</xref>). Therefore, multiple environmental drivers (i.e. oxygen tension) are linked with the energy regimes of sandy beaches, and sorting can be used as a proxy of this variability. Here we have shown evidence that sorting, which operates over large spatial scales (<xref ref-type="bibr" rid="CIT29">Gray 2002</xref>), has a straight relationship with the distribution of <italic>E. armata</italic>, corroborating the harshness exclusion hypothesis even at mesoscales. In addition, regarding the across-shore variability, we found higher density and species richness at levels 1-5 than at levels 6-10 because cirolanid isopods and spionid polychaetes are typical of the littoral zone (<xref ref-type="bibr" rid="CIT15">Defeo and McLachlan 2005</xref>). </p>
			<p>The presence of a pier at the sheltered end of Suja Beach could be a potential “amplifier” of the pattern found in macrofauna distribution because coastal structures could modify the wave regime and depositional processes of the beach arc. However, generalizing about the morphodynamics responses of sandy beaches to armouring impacts is very difficult because responses depend on the types of sediment, beach morphology, position in a drift cell, and local hydrodynamic regimes (<xref ref-type="bibr" rid="CIT11">Coyle and Dethier 2010</xref>). The sheltered intertidal areas next to piers can have a higher sedimentation rate and higher fine fraction percentage, which induce a lower permeability of sediment and a thin oxygenated layer (<xref ref-type="bibr" rid="CIT28">Gray 1981</xref>). However, in this case, the pier is a very short, totally permeable construction over a natural projection to the sea that is certainly not the main driver of macrofauna variability. </p>
			<p>The relationship betweeen distance along the shore, species abundance and species richness indicated that the presence of a freshwater input in the middle area of the beach arc was not the main source of the variability alongshore. Note that in <xref ref-type="fig" rid="F4">Figure 4</xref> we captured a linear decrease in richness and abundance alongshore and not a disrupted pattern in the middle section of the beach arc, as could be expected if there was a major influence from freshwater input. This result was not expected (<xref ref-type="bibr" rid="CIT35">Lercari and Defeo 2003</xref>) and was probably related to the particular random positions of the equidistant transects sampled alongshore, which may not have captured a poor freshwater effect. However, future investigations should include temporal sampling to address the effect of the variability in the volume of freshwater discharge and the disruption of the spatial pattern described here. </p>
			<p>Although the variability in sediment texture and beach face slope accounted for 37% of the total variance, a total of 63% of the variability in the community assemblage was not explained by the physical variables measured here. This indicates that some sources of variability (random noise, abiotic, biotic and/or the interactions) were not accounted for in our model. The residual can also be a result of the mismatch between the scale of the environmental changes and biological response (<xref ref-type="bibr" rid="CIT10">Chapman et al. 2010</xref>, <xref ref-type="bibr" rid="CIT03">Barboza et al. 2015</xref>). We ran post hoc GLMs (using a Poisson distribution with log-link function) to model the total number of individuals and the number of <italic>S. squamata</italic> and <italic>E. armata</italic>, using distance along the shore as a predictor. We found a significant relationship in all the three models (Wald t values p&lt;0.05), with a negative correlation for the number of <italic>E. armata</italic>. The distance along the shore can express linear gradients (biotic and/or abiotic) that were not included in our model. Factors other than the morphodynamic variables included here may influence the pattern in community structures (<xref ref-type="bibr" rid="CIT31">Jaramillo and Lastra 2001</xref>, <xref ref-type="bibr" rid="CIT49">Rodil et al. 2012</xref>). For example, fine sediments have poor water circulation and often low oxygen tension, which can favour the presence of specific species (<xref ref-type="bibr" rid="CIT28">Gray 1981</xref>). In addition, medium and fine sands have more organic matter per unit area, so it is known that macrofauna density is usually higher (<xref ref-type="bibr" rid="CIT28">Gray 1981</xref>). The distribution of macrofauna alongshore may not only be influenced by physical drivers (<xref ref-type="bibr" rid="CIT20">Donn 1987</xref>), but also by the interaction between the physical and biological variables (<xref ref-type="bibr" rid="CIT51">Schoeman and Richardson 2002</xref>). Finally, here we predict an increase in the contribution of random noise to macrofauna variability when the spatial scales investigated are increased. This hypothesis should be further tested. </p>
			<p>Our results indicate that physical variables are an important driver of community structure and species distribution, even under dissipative conditions and at mesoscales of log-spiral sandy beaches. The less exposed sheltered end of the beach was dominated by polychaetes, whereas the more exposed end was dominated by crustaceans, which confirms the swash exclusion hypothesis. The variability in macrofauna was mainly influenced by the polychaete <italic>S. squamata</italic> and the crustacean <italic>E. armata</italic>, which were both significantly related to the sediment texture or beach face slope. We can highlight that species abundance is a more sensitive community descriptor than species richness. Although predictions from the morphodynamic models were found at shortened physical gradients, the pattern of species richness was suppressed at mesoscales. These results corroborated previous data and supported that the scale of the investigation plays a crucial role in ecological modelling. Therefore, the species-morphodynamic models of sandy shores should be cross-validated against the changes in spatial scale and in the local habitat heterogeneity. </p>
			
		</sec></body>
		<back>
<ack>
<title>ACKNOWLEDGEMENTS</title>
			
		  <p>C.A.M. Barboza was supported by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES). T. Cabrini was supported by CNPq (Brazilian National Council for Scientific and Technological Development). G. Mattos and V.B. Skinner were supported by FAPERJ (Fundação de Amparo à Pesquisa do Estado do Rio de Janeiro). R.S. Cardoso was supported by FAPERJ and (CNPq). </p>
			</ack>
<ref-list>
<title>REFERENCES</title>
	<ref id="CIT01">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> Ansell </surname>
				  <given-names>A.D.</given-names>
				</name>
			</person-group>
			  <chapter-title> The biology of the genus Donax </chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> McLachlan </surname>
				  <given-names>A.</given-names>
				</name>
				<name>
				  <surname> Erasmus </surname>
				  <given-names>T.</given-names>
				</name>
			  </person-group>
		<source> Proceedings of Sandy beaches as ecosystems (Port Elizabeth, South Africa)</source>
		<year>1983</year>
		<fpage>607</fpage>
		<lpage>636</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-94-017-2938-3_46">https://doi.org/10.1007/978-94-017-2938-3_46</ext-link>
	</comment>
	</element-citation>
</ref>
	<ref id="CIT02">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Barboza </surname>
				   <given-names>R.B.</given-names>
				 </name>
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
			  </person-group>
			  <article-title> Global diversity patterns in sandy beach macrofauna: a biogeographic analysis</article-title>
			  <source> Sci. Rep </source>
			  <year>2015</year>
			  <volume>5</volume>
			  <fpage>14515</fpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/srep14515">https://doi.org/10.1038/srep14515</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT03">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Barboza </surname>
				   <given-names>C.A.M.</given-names>
				 </name>
				  <name>
				   <surname> Martins </surname>
				   <given-names>C.C.</given-names>
				 </name>
				  <name>
				   <surname> Lana </surname>
				   <given-names>P.</given-names>
				 </name>
			  </person-group>
			  <article-title> Dissecting the distribution of brittle stars along a sewage pollution gradient indicated by organic markers </article-title>
			  <source> Mar. Pollut. Bull. </source>
			  <year>2015</year>
			  <volume>100</volume>
			  <fpage>438</fpage>
			  <lpage>444</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.marpolbul.2015.08.008">https://doi.org/10.1016/j.marpolbul.2015.08.008</ext-link>
	</comment>
		</element-citation>
	</ref>
<ref id="CIT04"> 	     
	<element-citation publication-type="webpage"> 
		<person-group person-group-type="author"> 	
			<name>  
				<surname> Barton </surname> 
				<given-names> K.</given-names> 
			</name>
		</person-group>
		<source> MuMIn: Multi-ModelInference. R Package Version 1.10.0.</source> 
		<year>2014</year>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="http://CRAN.R-project.org/package=MuMIn"> http://CRAN.R-project.org/package=MuMIn</ext-link>
	</comment>
 	 </element-citation>
 </ref>	
	<ref id="CIT05">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Brazeiro </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Community patterns in sandy beaches of Chile: richness, composition, distribution and abundance of species </article-title>
			  <source> Rev. Chil. Hist. Nat. </source>
			  <year>1999</year>
			  <volume>72</volume>
			  <fpage>93</fpage>
			  <lpage>105</lpage>
		</element-citation>
	</ref>
	<ref id="CIT06">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Brazeiro </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Relationship between species richness and morphodynamics in sandy beaches: what are the underlying factors? </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2001</year>
			  <volume>224</volume>
			  <fpage>35</fpage>
			  <lpage>44</lpage>
		</element-citation>
	</ref>
	<ref id="CIT07">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> Bremmer </surname>
				  <given-names>J.M.</given-names>
				</name>
			</person-group>
			  <chapter-title> Properties of Logarithmic Spiral Beaches with Particular Reference to Algoa Bay.</chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> McLachlan </surname>
				  <given-names>A.</given-names>
				</name>
				<name>
				  <surname> Erasmus </surname>
				  <given-names>T.</given-names>
				</name>
			  </person-group>
		<source> Proceedings of Sandy beaches as ecosystems (Port Elizabeth, South Africa)</source>
		<year>1983</year>
		<fpage>97</fpage>
		<lpage>113</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-94-017-2938-3_6">https://doi.org/10.1007/978-94-017-2938-3_6</ext-link>
	</comment>
	</element-citation>
</ref>
	<ref id="CIT08">
	     <element-citation publication-type="book">
			<person-group person-group-type="author">
			<name>
			   <surname> Burnham </surname>
			   <given-names>K.P.</given-names>
			</name>	
			<name>
			   <surname> Anderson </surname>
			   <given-names>D.R.</given-names>
			</name>
			</person-group>		
			<source> Model Selection and Multimodel Inference: A Practice Information-Theoretic Approach.</source>
			<year>2002</year>
			<publisher-loc> New York </publisher-loc>
			<publisher-name> Springer </publisher-name>			
		 </element-citation>	  
	 </ref>	
	<ref id="CIT09">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Cardoso </surname>
				   <given-names>S.R.</given-names>
				 </name>
				  <name>
				   <surname> Mattos </surname>
				   <given-names>G.</given-names>
				 </name>
				  <name>
				   <surname> Caetano </surname>
				   <given-names>C.H.S.</given-names>
				 </name>
<etal/>
			  </person-group>
			  <article-title> Effects of environmental gradients on sandy beach macrofauna of a semienclosed bay </article-title>
			  <source> Mar. Ecol </source>
			  <year>2012</year>
			  <volume>33</volume>
			  <fpage>106</fpage>
			  <lpage>116</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1439-0485.2011.00457.x">https://doi.org/10.1111/j.1439-0485.2011.00457.x</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT10">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Chapman </surname>
				   <given-names>M.G.</given-names>
				 </name>
				  <name>
				   <surname> Tolhurst </surname>
				   <given-names>T.J.</given-names>
				 </name>
				  <name>
				   <surname> Murphy </surname>
				   <given-names>R.J.</given-names>
				 </name>
<etal/>
			  </person-group>
			  <article-title> Complex and inconsistent patterns of variation in benthos, micro-algae and sediment over multiple spatial scales. </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2010</year>
			  <volume>398</volume>
			  <fpage>33</fpage>
			  <lpage>47</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps08328">https://doi.org/10.3354/meps08328 </ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT11">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> Coyle </surname>
				  <given-names>J.M.</given-names>
				</name>
				<name>
				  <surname> Dethier </surname>
				  <given-names>M.N.</given-names>
				</name>
			</person-group>
			  <chapter-title> Review of shoreline armoring literature </chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> Shipman </surname>
				  <given-names>H.</given-names>
				</name>
				<name>
				  <surname> Dethier </surname>
				  <given-names>M.N.</given-names>
				</name>
				<name>
				  <surname> Gelfenbaum </surname>
				  <given-names>G.</given-names>
				</name>
<etal/>
			  </person-group>
		<source> Puget Sound Shorelines and the Impacts of Armoring-</source>
		<year>2010</year>
		<publisher-loc> Richland, Washington </publisher-loc>
		<publisher-name> Proceedings of a State of the Science Workshop </publisher-name>
		<fpage>239</fpage>
		<lpage>258</lpage>
	</element-citation>
</ref>
	<ref id="CIT12">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Dahl </surname>
				   <given-names>E.</given-names>
				 </name>
			  </person-group>
			  <article-title> Some aspects of the ecology and zonation of the fauna of sandy beaches </article-title>
			  <source> Oikos </source>
			  <year>1952</year>
			  <volume>4</volume>
			  <fpage>1</fpage>
			  <lpage>27</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2307/3565072">https://doi.org/10.2307/3565072</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT13">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Dauer </surname>
				   <given-names>D.M.</given-names>
				 </name>
			  </person-group>
			  <article-title> Functional morphology and feeding behavior of <italic>Scolelepis squamata</italic> (Polychaeta: Spionidae)</article-title>
			  <source> Mar. Biol </source>
			  <year>1983</year>
			  <volume>77</volume>
			  <fpage>279</fpage>
			  <lpage>285</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/BF00395817">https://doi.org/10.1007/BF00395817</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT14">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
				  <name>
				   <surname> de Alava </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Effects of human activities on long-term trends in sandy beach populations: the wedge clam <italic>Donax hanleyanus</italic> in Uruguay. </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>1995</year>
			  <volume>123</volume>
			  <fpage>73</fpage>
			  <lpage>82</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps123073">https://doi.org/10.3354/meps123073</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT15">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Patterns, process and regulatory mechanisms in Sandy beach macrofauna: a multi-scale analysis </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2005</year>
			  <volume>295</volume>
			  <fpage>1</fpage>
			  <lpage>20</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps295001">https://doi.org/10.3354/meps295001</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT16">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
				  <name>
				   <surname> Rueda </surname>
				   <given-names>M.</given-names>
				 </name>
			  </person-group>
			  <article-title> Spatial structure, sampling design and abundance estimates in sandy beach macroinfauna: some warnings and new perspectives </article-title>
			  <source> Mar. Biol. </source>
			  <year>2002</year>
			  <volume>140</volume>
			  <fpage>1215</fpage>
			  <lpage>1225</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00227-002-0783-z">https://doi.org/10.1007/s00227-002-0783-z</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT17">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
				  <name>
				   <surname> Gómez </surname>
				   <given-names>J.</given-names>
				 </name>
				  <name>
				   <surname> Lercari </surname>
				   <given-names>D.</given-names>
				 </name>
			  </person-group>
			  <article-title> Testing the swash exclusion hypothesis in sandy beach populations: the mole crab <italic>Emerita brasiliensis</italic> in Uruguay </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2001</year>
			  <volume>212</volume>
			  <fpage>159</fpage>
			  <lpage>170</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps212159">https://doi.org/10.3354/meps212159</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT18">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
				  <name>
				   <surname> Lercari </surname>
				   <given-names>D.</given-names>
				 </name>
				  <name>
				   <surname> Gómez </surname>
				   <given-names>J.</given-names>
				 </name>
			  </person-group>
			  <article-title> The role of morphodynamics in structuring sandy beach populations and communities: what should be expected? </article-title>
			  <source> J. Coast. Res. </source>
			  <year>2003</year>
			  <volume>59</volume>
			  <fpage>352</fpage>
			  <lpage>362</lpage>
		</element-citation>
	</ref>
	<ref id="CIT19">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Degraer </surname>
				   <given-names>S.</given-names>
				 </name>
				  <name>
				   <surname> Volckaert </surname>
				   <given-names>A.</given-names>
				 </name>
				  <name>
				   <surname> Vincx </surname>
				   <given-names>M.</given-names>
				 </name>
			  </person-group>
			  <article-title>Macrobenthic zonation patterns along a morphodynamical continuum of macrotidal, low bar/rip and ultradissipative sandy beache</article-title>
			  <source> Est. Coast Shelf Sci.</source>
			  <year>2003</year>
			  <volume>56</volume>
			  <fpage>459</fpage>
			  <lpage>468</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0272-7714(02)00195-6">https://doi.org/10.1016/S0272-7714(02)00195-6</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT20">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Donn </surname>
				   <given-names>T.E.</given-names>
				 </name>
			  </person-group>
			  <article-title> Longshore distribution of <italic>Donax serra</italic> in two log-spiral bays in the eastern Cape, South Africa </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>1987</year>
			  <volume>35</volume>
			  <fpage>217</fpage>
			  <lpage>222</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps035217">https://doi.org/10.3354/meps035217</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT21">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> Dugan </surname>
				  <given-names>J.E.</given-names>
				</name>
				<name>
				  <surname> Hubbard </surname>
				  <given-names>D.M.</given-names>
				</name>
			</person-group>
			  <chapter-title>Ecological effects of coastal armoring: A summary of recent results for exposed sandy beaches in southern California </chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> Shipman </surname>
				  <given-names>H.</given-names>
				</name>
				<name>
				  <surname> Dethier </surname>
				  <given-names>M.N.</given-names>
				</name>
				<name>
				  <surname> Gelfenbaum </surname>
				  <given-names>G.</given-names>
				</name>
			  </person-group>
<etal/>
		<source> Puget Sound Shorelines and the Impacts of Armoring</source>
		<year>2010</year>
		<publisher-loc> Richland, Washington </publisher-loc>
		<publisher-name> Proceedings of a State of the Science Workshop </publisher-name>
		<fpage>187</fpage>
		<lpage>194</lpage>
	</element-citation>
</ref>
	<ref id="CIT22">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Emery </surname>
				   <given-names>K.O.</given-names>
				 </name>
			  </person-group>
			  <article-title> A simple method of measuring beach profiles </article-title>
			  <source> Limnol. Oceanogr. </source>
			  <year>1961</year>
			  <volume>6</volume>
			  <fpage>90</fpage>
			  <lpage>93</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4319/lo.1961.6.1.0090">https://doi.org/10.4319/lo.1961.6.1.0090</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT23">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Fernandes </surname>
				   <given-names>R.S.R.</given-names>
				 </name>
				  <name>
				   <surname> Soares-Gomes </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Community structure of macrobenthos in two tropical sandy beaches with different morphodynamic features, Rio de Janeiro, Brazil.</article-title>
			  <source>Mar. Ecol. </source>
			  <year>2006</year>
			  <volume>27</volume>
			  <fpage>160</fpage>
			  <lpage>169</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1439-0485.2006.00093.x">https://doi.org/10.1111/j.1439-0485.2006.00093.x</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT24">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Folk </surname>
				   <given-names>R.L.</given-names>
				 </name>
				  <name>
				   <surname> Ward </surname>
				   <given-names>W.C.</given-names>
				 </name>
			  </person-group>
			  <article-title>Brazos river bar: a study in the significance of grain size parameters. </article-title>
			  <source>J. Sediment Petrol </source>
			  <year>1957</year>
			  <volume>27</volume>
			  <fpage>3</fpage>
			  <lpage>26</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1306/74D70646-2B21-11D7-8648000102C1865D">https://doi.org/10.1306/74D70646-2B21-11D7-8648000102C1865D</ext-link>
	</comment>
		</element-citation>
	</ref>
	 <ref id="CIT25">
		  <element-citation publication-type="thesis">
			<person-group person-group-type="author">
			<name>
			   <surname> Fragoso </surname>
			   <given-names>M.</given-names>
			</name>	
			</person-group>
			<source> Estudo numérico da circulação marinha da região das Baías de Sepetiba e Ilha Grande (RJ)</source>
			  <publisher-name> Universidade de São Paulo </publisher-name>
			<year>1999</year>	
		 </element-citation>			  
	</ref>	
	<ref id="CIT26">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Gandara-Martins </surname>
				   <given-names>A.L.</given-names>
				 </name>
				  <name>
				   <surname> Borzone </surname>
				   <given-names>C.A.</given-names>
				 </name>
				  <name>
				   <surname> Guilherme </surname>
				   <given-names>P.D.B.</given-names>
				 </name>
			  </person-group>
			  <article-title> Spatial Effects of a Washout on Sandy Beach Macrofauna Zonation and Abundance</article-title>
			  <source> J. Coast. Res. </source>
			  <year>2014</year>
			  <volume>31</volume>
			  <fpage>1459</fpage>
			  <lpage>1468</lpage>
		</element-citation>
	</ref>
	<ref id="CIT27">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Giménez </surname>
				   <given-names>L.</given-names>
				 </name>
				  <name>
				   <surname> Yannicelli </surname>
				   <given-names>B.</given-names>
				 </name>
			  </person-group>
			  <article-title> Longshore patterns of distribution of macroinfauna on a Uruguayan sandy beach: an analysis at different spatial scales and of their potential causes </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2000</year>
			  <volume>199</volume>
			  <fpage>111</fpage>
			  <lpage>125</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps199111">https://doi.org/10.3354/meps199111</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT28">
	     <element-citation publication-type="book">
			<person-group person-group-type="author">
			<name>
			   <surname> Gray </surname>
			   <given-names>J.S.</given-names>
			</name>	
			</person-group>		
			<source> The ecology of marine sediments: an introduction to the structure and function of benthic communities. </source>
			<year>1981</year>
			<publisher-loc> Cambridge </publisher-loc>
			<publisher-name> Cambridge University Press </publisher-name>			
		 </element-citation>	  
	 </ref>	
	<ref id="CIT29">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
			<name>
			   <surname> Gray </surname>
			   <given-names>J.S.</given-names>
			</name>	
			  </person-group>
			  <article-title> Species richness of marine soft sediments </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2002</year>
			  <volume>244</volume>
			  <fpage>285</fpage>
			  <lpage>297</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps244285">https://doi.org/10.3354/meps244285</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT30">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Harris </surname>
				   <given-names>L.</given-names>
				 </name>
				  <name>
				   <surname> Campbell </surname>
				   <given-names>E.E.</given-names>
				 </name>
				  <name>
				   <surname> Nel </surname>
				   <given-names>R.</given-names>
				 </name>
<etal/>
			  </person-group>
			  <article-title> Rich diversity, strong endemism, but poor protection: addressing the neglect of sandy beach ecosystems in coastal conservation planning</article-title>
			  <source> Divers. Distrib. </source>
			  <year>2014</year>
			  <volume>20</volume>
			  <fpage>1120</fpage>
			  <lpage>1135</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ddi.12226">https://doi.org/10.1111/ddi.12226</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT31">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> Jaramillo </surname>
				  <given-names>E.</given-names>
				</name>
				<name>
				  <surname> Lastra </surname>
				  <given-names>M.</given-names>
				</name>
			</person-group>
			  <chapter-title> Suspension feeders on sandy beaches </chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> Reise </surname>
				  <given-names>K.</given-names>
				</name>
			  </person-group>
		<source> Ecological Comparisons of Sedimentary Shores</source>
		<series>Ecological Studies 151</series>
		<year>2001</year>
		<publisher-name> Springer </publisher-name>
		<fpage>61</fpage>
		<lpage>72</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-3-642-56557-1_4">https://doi.org/10.1007/978-3-642-56557-1_4</ext-link>
	</comment>
	</element-citation>
</ref>
	<ref id="CIT32">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Lastra </surname>
				   <given-names>M.</given-names>
				 </name>
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Spatial and temporal variations in recruiment of <italic>Donax serra</italic> Röding (Bivalvia: Donacidae) on an exposed sandy beach of South Africa </article-title>
			  <source> Rev. Chil. Hist. Nat.</source>
			  <year>1996</year>
			  <volume>69</volume>
			  <fpage>631</fpage>
			  <lpage>639</lpage>
		</element-citation>
	</ref>
	<ref id="CIT33">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> LeBlond </surname>
				   <given-names>P.H.</given-names>
				 </name>
			  </person-group>
			  <article-title>An Explanation of the Logarithmic Spiral Plan Shape of HeadlandBay Beaches</article-title>
			  <source> J. Sed. Petrol.</source>
			  <year>1979</year>
			  <volume>49</volume>
			  <fpage>1093</fpage>
			  <lpage>1100</lpage>
		</element-citation>
	</ref>
	<ref id="CIT34">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Legendre </surname>
				   <given-names>P.</given-names>
				 </name>
				  <name>
				   <surname> Gallegher </surname>
				   <given-names>E.D.</given-names>
				 </name>
			  </person-group>
			  <article-title> Ecologically meaningful transformations for ordination of species data </article-title>
			  <source> Oecologia </source>
			  <year>2001</year>
			  <volume>129</volume>
			  <fpage>271</fpage>
			  <lpage>280</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s004420100716">https://doi.org/10.1007/s004420100716</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT35">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Lercari </surname>
				   <given-names>D.</given-names>
				 </name>
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
			  </person-group>
			  <article-title> Variation of a sandy beach macrobenthic community along a human-induced environmental gradient </article-title>
			  <source> Est. Coast. Shelf Sci. </source>
			  <year>2003 </year>
			  <volume>58</volume>
			  <fpage>17</fpage>
			  <lpage>24</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0272-7714(03)00043-X">https://doi.org/10.1016/S0272-7714(03)00043-X</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT36">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Lozoya </surname>
				   <given-names>J.P.</given-names>
				 </name>
				  <name>
				   <surname> Gómez </surname>
				   <given-names>J.</given-names>
				 </name>
				  <name>
				   <surname> Defeo </surname>
				   <given-names>O.</given-names>
				 </name>
			  </person-group>
			  <article-title> Modelling large-scale effects of estuarine and morphodynamic gradients on distribution and abundance of the sandy beach isopod <italic>Excirolana armata</italic></article-title>
			  <source> Est. Coast. Shelf Sci. </source>
			  <year>2010</year>
			  <volume>87</volume>
			  <fpage>472</fpage>
			  <lpage>478</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ecss.2010.02.005">https://doi.org/10.1016/j.ecss.2010.02.005</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT37">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> McLachlan </surname>
				  <given-names>A.</given-names>
				</name>
			</person-group>
			  <chapter-title> Sandy beach ecology: a review </chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> McLachlan </surname>
				  <given-names>A.</given-names>
				</name>
				<name>
				  <surname> Erasmus </surname>
				  <given-names>T.</given-names>
				</name>
			  </person-group>
		<source> Proceedings of Sandy beaches as ecosystems (Port Elizabeth, South Africa), </source>
		<year>1983</year>
		<fpage>321</fpage>
		<lpage>380</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-94-017-2938-3_25">https://doi.org/10.1007/978-94-017-2938-3_25</ext-link>
	</comment>
	</element-citation>
</ref>
	<ref id="CIT38">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Dissipative beaches and macrofauna communities on exposed intertidal sands</article-title>
			  <source> J. Coast. Res. </source>
			  <year>1990</year>
			  <volume>6</volume>
			  <fpage>57</fpage>
			  <lpage>71</lpage>
		</element-citation>
	</ref>
	<ref id="CIT39">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Physical factors in benthic ecology: effects of changing sand particle size on beach fauna </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>1996</year>
			  <volume>131</volume>
			  <fpage>205</fpage>
			  <lpage>217</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps131205">https://doi.org/10.3354/meps131205</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT40">
		<element-citation publication-type="book">
			<person-group person-group-type="author">
				<name>
				  <surname> McLachlan </surname>
				  <given-names>A.</given-names>
				</name>
			</person-group>
			  <chapter-title> Coastal beach ecosystems </chapter-title>
				<person-group person-group-type="editor">
				<name>
				  <surname> Lewin </surname>
				  <given-names>R.</given-names>
				</name>
			  </person-group>
		<source> Encyclopedia of Biodiversity.</source>
		<year>2001</year>
		<publisher-name> Academic Press </publisher-name>
		<fpage>741</fpage>
		<lpage>751</lpage>
	</element-citation>
</ref>
	<ref id="CIT41">
	     <element-citation publication-type="book">
			<person-group person-group-type="author">
			<name>
			   <surname> McLachlan </surname>
			   <given-names>A.</given-names>
			</name>	
			<name>
			   <surname> Brown </surname>
			   <given-names>A.C.</given-names>
			</name>
			</person-group>		
			<source> The Ecology of Sandy Shores </source>
			<year>2006</year>
			<publisher-loc> Burlington </publisher-loc>
			<publisher-name> Academic Press </publisher-name>			
		 </element-citation>	  
	 </ref>	
	<ref id="CIT42">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
				  <name>
				   <surname> Dorvlo </surname>
				   <given-names>A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Global patterns in sandy beach macrobenthic communities </article-title>
			  <source> J. Coast. Res. </source>
			  <year>2005</year>
			  <volume>21</volume>
			  <fpage>674</fpage>
			  <lpage>687</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2112/03-0114.1">https://doi.org/10.2112/03-0114.1</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT43">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
				  <name>
				   <surname> Hesp </surname>
				   <given-names>D.</given-names>
				 </name>
			  </person-group>
			  <article-title> Faunal response to morphology and water circulation of a sandy beach with cusp. </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>1984</year>
			  <volume>19</volume>
			  <fpage>133</fpage>
			  <lpage>144</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps019133">https://doi.org/10.3354/meps019133</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT44">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> McLachlan </surname>
				   <given-names>A.</given-names>
				 </name>
				  <name>
				   <surname> Jaramillo </surname>
				   <given-names>E.</given-names>
				 </name>
			  </person-group>
			  <article-title> Zonation on sandy beaches </article-title>
			  <source> Oceanogr. Mar. Biol. Ann. Rev.</source>
			  <year>1995</year>
			  <volume>33</volume>
			  <fpage>305</fpage>
			  <lpage>335</lpage>
		</element-citation>
	</ref>
<ref id="CIT45"> 	     
	<element-citation publication-type="webpage"> 
		<person-group person-group-type="author"> 	
			<name>  
				<surname> Oksanen </surname> 
				<given-names>J. </given-names> 
			</name>
 			<name>
 				<surname> Blanchet </surname> 
				<given-names>F.G. </given-names> 
			</name>
  			<name>
 				<surname> Kindt </surname> 
				<given-names> R.</given-names> 
			</name>
<etal/>
		</person-group>
		<source> vegan: Community Ecology Package. R package version 2.3-0</source> 
		<year>2015</year>
		<access-date> </access-date>
 	<comment>
		<ext-link ext-link-type="uri" xlink:href="http://CRAN.R-project.org/package=vegan">http://CRAN.R-project.org/package=vegan</ext-link>
	</comment>
 	 </element-citation>
 </ref>	
	<ref id="CIT46">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Petracco </surname>
				   <given-names>M.</given-names>
				 </name>
				  <name>
				   <surname> Cardoso </surname>
				   <given-names>R.S.</given-names>
				 </name>
				  <name>
				   <surname> Corbisier </surname>
				   <given-names>T.N.</given-names>
				 </name>
			  </person-group>
			  <article-title> Population biology of Excirolana armata (Dana, 1853) (Isopoda, Cirolanidae) on an exposed sandy beach in Southeastern Brazil </article-title>
			  <source> Mar. Ecol. </source>
			  <year>2010</year>
			  <volume>31</volume>
			  <fpage>330</fpage>
			  <lpage>340</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1439-0485.2009.00341.x">https://doi.org/10.1111/j.1439-0485.2009.00341.x</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT47">
	     <element-citation publication-type="book">
			<person-group person-group-type="author">
			<name>
			   <surname> R Development Core Team </surname>
			</name>	
			</person-group>		
			<source> R: A Language and Environment for Statisti-cal Computing </source>
			<year>2014</year>
			<publisher-loc> Vienna, Austria </publisher-loc>
			<publisher-name> R Foundation for Statistical Computing </publisher-name>			
	<comment>
		<ext-link ext-link-type="uri" xlink:href="http://www.R-project.org"> http://www.R-project.org</ext-link>
	</comment>
		 </element-citation>	  
	 </ref>	
	<ref id="CIT48">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Rao </surname>
				   <given-names>C.R.</given-names>
				 </name>
			  </person-group>
			  <article-title> The use and interpretation of principal component analysis in applied research.</article-title>
			  <source> Sankhyā: Indian J. Stat. A</source>
			  <year>1964</year>
			  <volume>26</volume>
			  <fpage>329</fpage>
			  <lpage>358</lpage>
		</element-citation>
	</ref>
	<ref id="CIT49">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Rodil </surname>
				   <given-names>I.F.</given-names>
				 </name>
				  <name>
				   <surname> Compton </surname>
				   <given-names>T.J.</given-names>
				 </name>
				  <name>
				   <surname> Lastra </surname>
				   <given-names>M.</given-names>
				 </name>
			  </person-group>
			  <article-title> Exploring Macroinvertebrate Species Distributions at Regional and Local Scales across a Sandy Beach Geographic Continuum. </article-title>
			  <source> PLoS ONE </source>
			  <year>2012</year>
			  <volume>7</volume>
			  <fpage> e39609</fpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0039609">https://doi.org/10.1371/journal.pone.0039609</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT50">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Salvat </surname>
				   <given-names>B.</given-names>
				 </name>
			  </person-group>
			  <article-title> Les conditions hydrodynamics interstitielles des sediments meubles intertidaux et la repartition de la fauna endogee </article-title>
			  <source> C. R. Acad. Sci. </source>
			  <year>1964</year>
			  <volume>259</volume>
			  <fpage>1576</fpage>
			  <lpage>1579</lpage>
		</element-citation>
	</ref>
	<ref id="CIT51">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Schoeman </surname>
				   <given-names>D.S.</given-names>
				 </name>
				  <name>
				   <surname> Richardson </surname>
				   <given-names>A.J.</given-names>
				 </name>
			  </person-group>
			  <article-title> Investigating biotic and abiotic factors affecting recruitment of an intertidal clam on an exposed sandy beach using a generalized additive model </article-title>
			  <source> J. Exp. Mar. Biol. Ecol. </source>
			  <year>2002</year>
			  <volume>276</volume>
			  <fpage>67</fpage>
			  <lpage>81</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0022-0981(02)00239-3">https://doi.org/10.1016/S0022-0981(02)00239-3</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT52">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Schlacher </surname>
				   <given-names>T.A.</given-names>
				 </name>
				  <name>
				   <surname> Thompson </surname>
				   <given-names>L.</given-names>
				 </name>
			  </person-group>
			  <article-title> Spatial structure on ocean-exposed sandy beaches: faunal zonation metrics and their variability </article-title>
			  <source> Mar. Ecol. Prog. Ser. </source>
			  <year>2013</year>
			  <volume>478</volume>
			  <fpage>43</fpage>
			  <lpage>55</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3354/meps10205">https://doi.org/10.3354/meps10205</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT53">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Schlacher </surname>
				   <given-names>T.A.</given-names>
				 </name>
				  <name>
				   <surname> Schoeman </surname>
				   <given-names>D.S.</given-names>
				 </name>
				  <name>
				   <surname> Dugan </surname>
				   <given-names>J.</given-names>
				 </name>
<etal/>
			  </person-group>
			  <article-title> Sandy beach ecosystems: key features, sampling issues, management challenges and climate change impacts </article-title>
			  <source> Mar. Ecol.</source>
			  <year>2008</year>
			  <volume>29</volume>
			  <fpage>70</fpage>
			  <lpage>90</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1439-0485.2007.00204.x">https://doi.org/10.1111/j.1439-0485.2007.00204.x</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT54">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Signorini </surname>
				   <given-names>S.R.</given-names>
				 </name>
			  </person-group>
			  <article-title> A Study of The Circulation in Bay of Ilha Grande and Bay of Sepetiba Part I, A Survey of the Circulation Based on Experimental Field Data </article-title>
			  <source> Bol. Inst. Oceanogr. </source>
			  <year>1980</year>
			  <volume>29</volume>
			  <fpage>41</fpage>
			  <lpage>55</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1590/S0373-55241980000100004">https://doi.org/10.1590/S0373-55241980000100004</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT55">
	     <element-citation publication-type="book">
			<person-group person-group-type="author">
			<name>
			   <surname> Venables </surname>
			   <given-names>W.N.</given-names>
			</name>	
			<name>
			   <surname> Ripley </surname>
			   <given-names>B.D.</given-names>
			</name>
			</person-group>		
			<source> Modern Applied Statistics with S </source>
			<year>2002</year>
			<publisher-loc> New York,</publisher-loc>
			<publisher-name> Springer </publisher-name>			
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-0-387-21706-2">https://doi.org/10.1007/978-0-387-21706-2</ext-link>
	</comment>
		 </element-citation>	  
	 </ref>	
	<ref id="CIT56">
			<element-citation publication-type="journal">
			  <person-group person-group-type="author">
				  <name>
				   <surname> Wiens </surname>
				   <given-names>J.A.</given-names>
				 </name>
			  </person-group>
			  <article-title> Spatial scaling in ecology </article-title>
			  <source> Funct. Ecol. </source>
			  <year>1989</year>
			  <volume>3</volume>
			  <fpage>385</fpage>
			  <lpage>397</lpage>
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2307/2389612">https://doi.org/10.2307/2389612</ext-link>
	</comment>
		</element-citation>
	</ref>
	<ref id="CIT57">
	     <element-citation publication-type="book">
			<person-group person-group-type="author">
			<name>
			   <surname> Zuur </surname>
			   <given-names>A-F-</given-names>
			</name>	
			<name>
			   <surname> Ieno </surname>
			   <given-names>E.N.</given-names>
			</name>
			<name>
			   <surname> Walker </surname>
			   <given-names>N.J.</given-names>
			</name>
<etal/>
			</person-group>		
			<source> Mixed Effects Models and Extensions in Ecology with R.</source>
			<year>2009</year>
			<publisher-loc>New York</publisher-loc>
			<publisher-name> Springer </publisher-name>			
	<comment>
		<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/978-0-387-87458-6">https://doi.org/10.1007/978-0-387-87458-6</ext-link>
	</comment>
		 </element-citation>	  
	 </ref>	

</ref-list>
</back>
</article>