<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2021.659579</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Niche-Relationships Within and Among Intertidal Reef Fish Species</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Andrades</surname> <given-names>Ryan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/575284/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Joyeux</surname> <given-names>Jean-Christophe</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Macieira</surname> <given-names>Raphael M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/605270/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Godoy</surname> <given-names>Bruno Spacek</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Reis-Filho</surname> <given-names>Jos&#x00E9; Amorim</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/605692/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jackson</surname> <given-names>Andrew L.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Giarrizzo</surname> <given-names>Tommaso</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/534071/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laborat&#x00F3;rio de Ictiologia, Departamento de Oceanografia e Ecologia, CCHN, Universidade Federal do Esp&#x00ED;rito Santo</institution>, <addr-line>Vitoria</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Zoology, School of Natural Sciences, Trinity College Dublin</institution>, <addr-line>Dublin</addr-line>, <country>Ireland</country></aff>
<aff id="aff3"><sup>3</sup><institution>N&#x00FA;cleo de Ecologia Aqu&#x00E1;tica e Pesca da Amaz&#x00F4;nia, Universidade Federal do Par&#x00E1;</institution>, <addr-line>Bel&#x00E9;m</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Instituto Amaz&#x00F4;nico de Agriculturas Familiares (INEAF), Universidade Federal do Par&#x00E1;</institution>, <addr-line>Bel&#x00E9;m</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Trevor Willis, Stazione Zoologica Anton Dohrn, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Eric Diaz Delgado, Anton Dohrn Zoological Station, Italy; Martial Depczynski, Australian Institute of Marine Science, Australia; Gustavo A. Castellanos-Galindo, Leibniz Centre for Tropical Marine Research (LG), Germany</p></fn>
<corresp id="c001">&#x002A;Correspondence: Ryan Andrades, <email>ryanandrades@gmail.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Conservation and Sustainability, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>06</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>659579</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>01</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>04</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Andrades, Joyeux, Macieira, Godoy, Reis-Filho, Jackson and Giarrizzo.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Andrades, Joyeux, Macieira, Godoy, Reis-Filho, Jackson and Giarrizzo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Niche-related processes (e.g., density or niche-breadth compensation and competition) are fundamental to a broad understanding of community ecology and ecosystem functioning. Most evidences of competition are from controlled indoor trials with few species, and it remains a challenge to estimate competition among multiple species in the field. Here, we analyze stable isotopes and distributional data from 51 fish taxa in six locations in the southwestern Atlantic to predict intraspecific trophic pressure (ITP) and the potential competitive strength among species in a trophic-based framework. We used two proxies built upon 2-dimensional isotopic space (&#x03B4;<sup>13</sup>C vs. &#x03B4;<sup>15</sup>N), its predicted overlap, and fish density to calculate winner and loser taxa in potential paired interspecific competitive interactions. The intraspecific proxy indicated that cryptobenthic fishes are under high among-individual trophic pressure (high densities and small niche sizes). Also, cryptobenthic behavior together with feeding specialization and extremely small-sizes were the most important traits related to low success in interspecific simulations. Although cryptobenthic fishes face strong competitive pressures, there are some known inherent trade-offs to cryptobenthic life such as trophic and habitat use specializations. These seem to compensate and ensure coexistence among cryptobenthic fishes and non-cryptobenthic species. Habitat loss/degradation via urbanization, invasive species and climate-change-driven sea-level rise can reduce the suitability of habitat and increase competition on cryptobenthic species, especially in shallow reefs and intertidal shores.</p>
</abstract>
<kwd-group>
<kwd>tidepool</kwd>
<kwd>stable isotopes</kwd>
<kwd>rockpool ecology</kwd>
<kwd>reef fish</kwd>
<kwd>competition</kwd>
</kwd-group>
<contract-num rid="cn001">88881.132520/2016-01</contract-num>
<contract-num rid="cn002">67504876</contract-num>
<contract-num rid="cn003">441243/2016-9</contract-num>
<contract-num rid="cn003">310299/2016-0</contract-num>
<contract-num rid="cn003">304274/2016-0</contract-num>
<contract-num rid="cn003">405426/2012-7</contract-num>
<contract-num rid="cn003">311078/2019-2</contract-num>
<contract-sponsor id="cn001">Coordena&#x00E7;&#x00E3;o de Aperfei&#x00E7;oamento de Pessoal de N&#x00ED;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content></contract-sponsor>
<contract-sponsor id="cn002">Funda&#x00E7;&#x00E3;o de Amparo &#x00E0; Pesquisa e Inova&#x00E7;&#x00E3;o do Esp&#x00ED;rito Santo<named-content content-type="fundref-id">10.13039/501100006182</named-content></contract-sponsor>
<contract-sponsor id="cn003">Conselho Nacional de Desenvolvimento Cient&#x00ED;fico e Tecnol&#x00F3;gico<named-content content-type="fundref-id">10.13039/501100003593</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="4"/>
<ref-count count="97"/>
<page-count count="11"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Competition is one of the most important driving forces shaping life forms, from microbes to large-sized plants and animals (<xref ref-type="bibr" rid="B31">Gause, 1934</xref>; <xref ref-type="bibr" rid="B84">Simberloff, 1982</xref>; <xref ref-type="bibr" rid="B21">Connell, 1983</xref>; <xref ref-type="bibr" rid="B95">Xavier and Foster, 2007</xref>; <xref ref-type="bibr" rid="B9">Bonin et al., 2015</xref>). The understanding of how the struggle for space and resources occurs drew Darwin&#x2019;s attention on the mechanisms involved in the coexistence and contests within and among species (<xref ref-type="bibr" rid="B23">Darwin, 1859</xref>). In his seminal book Darwin dedicated one chapter to the discussion of the mechanisms behind one species becoming victorious over another and on the role of natural selection in a competition spectrum (<xref ref-type="bibr" rid="B23">Darwin, 1859</xref>). Since then, several studies on the issue have argued over ways and means to assess competitive interactions (<xref ref-type="bibr" rid="B48">Lotka, 1925</xref>; <xref ref-type="bibr" rid="B94">Volterra, 1926</xref>; <xref ref-type="bibr" rid="B31">Gause, 1934</xref>; <xref ref-type="bibr" rid="B41">Hutchinson, 1961</xref>; <xref ref-type="bibr" rid="B49">MacArthur and Levins, 1967</xref>; <xref ref-type="bibr" rid="B21">Connell, 1983</xref>; <xref ref-type="bibr" rid="B81">Schoener, 1983</xref>; <xref ref-type="bibr" rid="B85">Simberloff, 1983</xref>; <xref ref-type="bibr" rid="B40">Huisman and Weissing, 1994</xref>; <xref ref-type="bibr" rid="B90">Tilman, 1994</xref>) but these processes remain laborious to measure, especially in a speciose framework.</p>
<p>Competition is directly influenced by life-history modes in plants, invertebrates and vertebrates. In many cases, complex life-history traits (e.g., pelagic larval duration, food acquisition modes, size of early recruits) may define the settlement and adaptation success of species facing potential competition (<xref ref-type="bibr" rid="B80">Schoener, 1968</xref>; <xref ref-type="bibr" rid="B63">Osenberg, 1989</xref>; <xref ref-type="bibr" rid="B62">Olden et al., 2006</xref>; <xref ref-type="bibr" rid="B1">Andrades et al., 2019a</xref>). Historically, the search for estimates of niche overlap (on a spatial or trophic basis) have shed light on competition measurements and supported the majority of ecological inferences regarding potential competition assessments (<xref ref-type="bibr" rid="B41">Hutchinson, 1961</xref>, <xref ref-type="bibr" rid="B42">1978</xref>; <xref ref-type="bibr" rid="B50">MacArthur, 1968</xref>; <xref ref-type="bibr" rid="B9">Bonin et al., 2015</xref>).</p>
<p>More recently, stable isotopes-based Bayesian estimates have allowed the measurement of the Hutchinsonian niche components in an isotopic space (mainly &#x03B4;<sup>13</sup>C vs. &#x03B4;<sup>15</sup>N) called the isotopic niche and ultimately represented by ellipses (<xref ref-type="bibr" rid="B60">Newsome et al., 2007</xref>; <xref ref-type="bibr" rid="B43">Jackson et al., 2011</xref>). Since then, isotopic models have been used to explore niche-relationships in terrestrial, freshwater and marine environments through the quantification of the overlap, or partitioning, of trophic niches among species. For instance, isotopic niche size and overlap among individuals of small mammals in the Queen Elizabeth national park (Uganda) lead to the conclusion that individual trophic specialization emerges from increased intragroup competition (<xref ref-type="bibr" rid="B83">Sheppard et al., 2018</xref>). Similarly, ichthyologists evaluate that on Caribbean reefs the invasive lionfishes (<italic>Pterois</italic> spp.) compete more directly with a native endangered grouper (<xref ref-type="bibr" rid="B61">O&#x2019;Farrell et al., 2014</xref>). In intertidal ecosystems, stable isotope analysis has been useful to detect the intraspecific partitioning of the dietary niche in fish species and has clarified the niche expansion phenomenon driven by competition release in island communities (<xref ref-type="bibr" rid="B1">Andrades et al., 2019a</xref>,<xref ref-type="bibr" rid="B2">b</xref>). Thus, stable isotope models provide reliable assessments of niche-relationships, including potential competition, mainly for those cases hard to observe or measure in nature.</p>
<p>An historically good model to investigate resource sharing and competition in nature is species occupancy in intertidal shores (rocky and biogenic reefs). The zonation under different pressure gradients (e.g., exposure to air, predation and temperature) and limiting living space revealed strong competition strategies and complex coexistence modes for gastropods, echinoderms and algae (<xref ref-type="bibr" rid="B20">Connell, 1961</xref>; <xref ref-type="bibr" rid="B67">Paine, 1969</xref>, <xref ref-type="bibr" rid="B68">1974</xref>; <xref ref-type="bibr" rid="B92">Underwood, 1984</xref>; <xref ref-type="bibr" rid="B56">Metaxas and Scheibling, 1993</xref>; <xref ref-type="bibr" rid="B93">Vaz-Pinto et al., 2014</xref>) and inspired Robert Paine to coin the &#x201C;keystone species&#x201D; concept that has enlightened the role of predators in the maintenance of species diversity balance (<xref ref-type="bibr" rid="B66">Paine, 1966</xref>). However, most studies focused on sessile or slow-moving species (<xref ref-type="bibr" rid="B56">Metaxas and Scheibling, 1993</xref>) and, in the case of fishes, were mostly based on indoor experiments using one or few species simultaneously (<xref ref-type="bibr" rid="B88">Szabo, 2002</xref>; <xref ref-type="bibr" rid="B5">Arakaki and Tokeshi, 2011</xref>, <xref ref-type="bibr" rid="B6">2012</xref>; <xref ref-type="bibr" rid="B65">Paijmans and Wong, 2017</xref>; <xref ref-type="bibr" rid="B18">Colella et al., 2019</xref>). Intertidal reef pools host fishes that exhibit diverse physiological, morphological and behavioral adaptations to the stressful life &#x201C;between the tides&#x201D; (<xref ref-type="bibr" rid="B34">Gibson and Yoshiyama, 1999</xref>; <xref ref-type="bibr" rid="B55">Martin and Bridges, 1999</xref>; <xref ref-type="bibr" rid="B97">Zander, 2011</xref>). Cryptobenthic fishes are a remarkably abundant fish-group that is typically composed of small-sized species strongly associated to the bottom and that present rich taxonomic and functional aspects (<xref ref-type="bibr" rid="B11">Brandl et al., 2018</xref>). In space-limited tidepools, high populational and specific density and elevated energetic demands would put these fishes into a particularly high intra- and interspecific competitive framework. Because pools are isolated from the sea during low tides they offer the possibility to acquire robust density data to be merged with resource and habitat use information. Thus, the appraisal of winner and loser species in potential competitive interactions and the relationships among species intrinsic individual-traits can allow the detection of vulnerable taxa (potentially inferior competitors) in a multi-species framework built upon scenario of increased competition intermediated by habitat loss/degradation through human impacts.</p>
<p>Here, we examine six fish assemblages in oceanic and coastal intertidal reefs to investigate which species traits are associated with competitive success under distinct scenarios. For this, we use stable isotopes &#x03B4;<sup>13</sup>C and &#x03B4;<sup>15</sup>N signatures and fish density data to assess intraspecific trophic pressure (ITP) and simulate interspecific competition. Further, we determine what species are the competitors most prone to deleterious effect in pairwise simulated competition.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Study Areas</title>
<p>Fifteen tidepools were sampled in each of six tropical intertidal reef sites (<italic>N</italic> = 90) within Brazilian waters. Three sites were located in oceanic islands: (i) Rocas Atoll (03&#x00B0;51&#x2032; S; 33&#x00B0;49&#x2032; W), the only atoll in the South Atlantic (266 km off coast) built primarily by coralline algae, vermetid gastropods and hermatypic corals (<xref ref-type="bibr" rid="B32">Gherardi and Bosence, 2001</xref>); (ii) Fernando de Noronha Archipelago (03&#x00B0;50&#x2032; S; 32&#x00B0;25&#x2032; W), 345 km from mainland, where rocky intertidal reefs are often associated with biogenic carbonate substrate composed by encrusting coralline algae; and (iii) Trindade Island (20&#x00B0;30&#x2032; S; 29&#x00B0;20&#x2032; W), the most isolated insular environment within Brazilian territory (1,160 km off coast) sheltering biogenic and phonolitic rocky reefs. Trindade has the highest reef fish endemism rate (9.6%) among the Brazilian islands (<xref ref-type="bibr" rid="B73">Pinheiro et al., 2015</xref>). In these sites, tidepool water temperature and salinity often varies from 27&#x00B0;C to 35&#x00B0;C and from 35 to 41, respectively (<xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>). The coastal intertidal reefs in our study were: (i) Salin&#x00F3;polis (Farol Beach; 00&#x00B0;36&#x2032; S; 47&#x00B0;21&#x2032; W) located in northern region of Brazil where coastline are dominated by mangrove forests and estuaries, despite the occurrence of rocky outcrops. Farol Beach comprises a sandy beach with sparse lateritic and biogenic intertidal reefs with tidepool water temperature and salinity varying from 31&#x00B0;C to 35&#x00B0;C and 36 to 41, respectively (<xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>); (ii) Jericoacoara (02&#x00B0;47&#x2032; S; 40&#x00B0;30&#x2032; W) located in northeastern Brazil where quartzite beachrocks makes of the intertidal reefs. Water temperature and salinity in tidepools varied from 24&#x00B0;C to 32&#x00B0;C and 35 to 41, respectively (<xref ref-type="bibr" rid="B52">Machado et al., 2015</xref>; <xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>); and (iii) Anchieta (Castelhanos Beach; 20&#x00B0;49&#x2032; S; 40&#x00B0;36&#x2032; W) located in the southeastern region of Brazil with a flat intertidal reef composed mainly by encrusting coralline algae and stony coral skeletons with tidepool water temperature and salinity varying from 24&#x00B0;C to 35&#x00B0;C and 36 to 41, respectively (<xref ref-type="bibr" rid="B53">Macieira and Joyeux, 2011</xref>; <xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>Fish Sampling and Laboratory Procedures</title>
<p>Fish were sampled in field expeditions performed during the dry seasons of 2014 (Rocas Atoll) and 2015 (the other sites). At each site, fifteen tidepools were chosen at random during the ebb tide providing there was no connectivity to the sea or to other pools. Specimens were caught using hand nets after application of the anesthetic clove oil (40 mg&#x22C5;l<sup>&#x2013;1</sup> in ethanol), an efficient and selective method not inducing mortality in non-target fauna (<xref ref-type="bibr" rid="B36">Griffiths, 2000</xref>). Concomitantly to fish sampling, the topography and bathymetry of the tidepools were surveyed using a 10 cm &#x00D7; 10 cm grid for the measurement of the depth at each point of tidepool. Then, the tidepool volume (m<sup>3</sup>) was calculated by kriging. At each site, non-systematic (extensive) fish collections in tidepools other than those surveyed were carried out to increase the sample size for stable isotope analysis (see below) and to collect species not encountered during systematic sampling. After collection, individuals were frozen at &#x2212;20&#x00B0;C in the laboratory, where abundance, total length and wet weight measurements were taken. For stable isotopes, muscle tissue samples were removed from the anterio-lateral portion of the trunk, except for small-sized fish. Individuals with a total length under 30 mm (e.g., <italic>Tomicodon</italic> sp.), were used whole after removal of viscera, scales, fins, and head. All samples were dried in a standard laboratory oven at 60&#x00B0;C during 48 h, and then homogenized using a pestle and mortar.</p>
</sec>
<sec id="S2.SS3">
<title>Stable Isotope Analysis</title>
<p>Fish samples (<italic>ca</italic>. 0.5 mg ground tissues) from systematic and extensive collections were analyzed for stable isotope ratios of carbon and nitrogen using continuous-flow isotope ratio mass spectrometry in a Costech elemental analyzer coupled to a Micromass Isoprime isotope ratio mass spectrometer (EA/IRMS). The laboratory data were calibrated using NIST (National Institute of Standards and Technology) reference materials, PDB (Pee Dee Belemnite) for carbon and airborne N<sub>2</sub> for nitrogen. Stable isotope values are expressed using &#x03B4; (delta) notation and parts per thousand (&#x2030;) as follows:</p>
<disp-formula id="S2.Ex1">
<mml:math id="M1">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x03B4;</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>X</mml:mi>
</mml:mpadded>
</mml:mrow>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>m</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>l</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>n</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>d</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>r</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mfrac>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>-</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo rspace="5.8pt">]</mml:mo>
</mml:mrow>
<mml:mo rspace="5.8pt">&#x00D7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>X</italic> is <sup>13</sup>C or <sup>15</sup>N and <italic>R</italic> = <sup>13</sup>C/<sup>12</sup>C for carbon and <sup>15</sup>N/<sup>14</sup>N for nitrogen.</p>
<p>In order to avoid any bias resulting from chemical interference in the isotopic signatures, we did not extract lipids using chemical solvents, such as methanol-chloroform (<xref ref-type="bibr" rid="B74">Post et al., 2007</xref>; <xref ref-type="bibr" rid="B8">Boecklen et al., 2011</xref>). Given this, consumers &#x03B4;<sup>13</sup>C signatures were corrected for lipid-rich samples (C:N &#x003E; 3.5), following <xref ref-type="bibr" rid="B74">Post et al. (2007)</xref>. Also, in order to avoid bias caused by ontogeny (<xref ref-type="bibr" rid="B1">Andrades et al., 2019a</xref>), whenever possible variation in body size was constrained among sites both within species and congeneric species (<xref ref-type="bibr" rid="B2">Andrades et al., 2019b</xref>).</p>
<p>Isotopic niche spaces (95% prediction ellipse area) occupied by species were estimated from stable isotope ratios (&#x03B4;<sup>13</sup>C and &#x03B4;<sup>15</sup>N) using the multivariate ellipse-based model &#x201C;SIBER&#x201D; (Stable Isotope Bayesian Ellipses in R; <xref ref-type="bibr" rid="B43">Jackson et al., 2011</xref>). Mean values of &#x03B4;<sup>13</sup>C and &#x03B4;<sup>15</sup>N, as well as niche areas are available in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>. To verify potential niche overlap among species we calculated the overlap of the maximum likelihood fitted standard ellipses using the function <italic>maxLikOverlap</italic> based on 95% prediction ellipse area.</p>
</sec>
<sec id="S2.SS4">
<title>Fish Traits</title>
<p>We set seven traits for intertidal reef fishes based on information provided in literature for intertidal reef fish ecology (<xref ref-type="bibr" rid="B33">Gibson, 1982</xref>; <xref ref-type="bibr" rid="B34">Gibson and Yoshiyama, 1999</xref>; <xref ref-type="bibr" rid="B37">Griffiths, 2003</xref>; <xref ref-type="bibr" rid="B3">Andrades et al., 2018a</xref>,<xref ref-type="bibr" rid="B4">b</xref>), these were endemism, residency level, trophic group, level of competition within trophic group, habitat association on tidepool, cryptobenthic behavior, and body size. All species and trait categorization and information are in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>.</p>
</sec>
<sec id="S2.SS5">
<title>Intraspecific Trophic Pressure</title>
<p>A proxy of the intensity of intraspecific trophic interaction pressure was determined by dividing the density of each fish species by its isotopic niche width, as follows:</p>
<disp-formula id="S2.Ex2">
<mml:math id="M2">
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>T</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mpadded>
</mml:mrow>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>E</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>A</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where FD<italic>i</italic> is the transformed (log+1) mean fish density (ind.m<sup>&#x2013;3</sup>) of species <italic>i</italic> and SEAc is the small sample size cored (i.e., core isotopic niche ellipses) of species <italic>i</italic>, containing the 95% prediction ellipse interval. This simple approach represents the density of a population in relation to the size of its isotopic niche size, with higher ITP values representing a greater degree of ITP in the species population. Higher ITP implies an abundant species with limited resource use, which a scenario of habitat loss and limited resource availability may pose a threat to the maintenance of population energetic needs. For these analyses we included all fish taxa that had their density estimated during the systematic tidepool surveys and had, at least, three individuals for isotopic niche width estimates.</p>
</sec>
<sec id="S2.SS6">
<title>Interspecific Competition (Species Competition Proxy)</title>
<p>We quantified species competition proxy (SCP) considering the amount of overlap in the isotopic niche between two species in relation to the density of the focal species. Specifically, we calculated:</p>
<disp-formula id="S2.Ex3">
<mml:math id="M3">
<mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mpadded>
</mml:mrow>
<mml:mo rspace="10.8pt">=</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mtext>SEAc</mml:mtext>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mtext>SEAc</mml:mtext>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>-</mml:mo>
<mml:msub>
<mml:mtext>Ov</mml:mtext>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>-</mml:mo>
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where Ov<italic>ij</italic> is the overlap of the area of the corrected standard ellipse between species <italic>i</italic> and <italic>j</italic> that corresponds to the overlap of ellipse area. We were thus able to measure the effect of species <italic>i</italic> on species <italic>j</italic> and vice versa through:</p>
<disp-formula id="S2.Ex4">
<mml:math id="M4">
<mml:mrow>
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:msub>
<mml:mi mathvariant="normal">&#x03B1;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mpadded>
<mml:mo rspace="10.8pt">=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where &#x03B1;<italic><sub><italic>ij</italic></sub></italic> is the effect of species <italic>j</italic> on <italic>i</italic>. We only evaluated potential competition effects for pairs of species that presented some degree of overlap of their small sample size cored 95% prediction ellipses, otherwise, SCP<italic><sub><italic>i</italic></sub></italic> would be equal to FD<italic><sub><italic>i</italic></sub></italic>, which is meaningless. Based on the competitive interactions between species and the number of potential competitors, we identified the most successful competitors in each studied assemblage, that is, the species that had the greatest net potential effect in the pairwise comparisons, and, in turn, the species most vulnerable to potential competitive interactions (i.e., weak competitors). Only fish species collected in systematic samplings were included in the analysis since stable isotope signatures and niche area were estimated. Species that were only collected during the extensive surveys (i.e., not sampled in systematic surveys, and thus not considered in density estimates) were <italic>a priori</italic> considered losers when in potential competitive interaction with those (which overlapped niche areas) from systematic surveys.</p>
<p>Then, we computed the competitive success rate (%) of each species of the six studied sites and classified taxa as strong competitors (&#x003E;66% success in paired simulated scenarios), regular competitors (33&#x2013;66% success) and weak competitors (&#x003C;33% success). Thus, we built a classification tree using log-linear models from the function <italic>loglin</italic> and &#x201C;rpart&#x201D; package (<xref ref-type="bibr" rid="B89">Therneau and Atkinson, 2018</xref>) to identify the best response variables associated to the predictor, where the competitive success rate was the dependent variable and the species traits defined <italic>a priori</italic> were the independent variables. The tree was pruned using the complexity parameter value to minimize the cross-validation error (<xref ref-type="bibr" rid="B13">Breiman et al., 1984</xref>; <xref ref-type="bibr" rid="B24">De&#x2019;ath and Fabricius, 2000</xref>; <xref ref-type="bibr" rid="B10">Borcard et al., 2018</xref>). Also, a confusion matrix was extracted to inform on the classification accuracy and the Kappa Index of Agreement was used to evaluate the proportion of correct classification predicted at a rate higher than expected (<xref ref-type="bibr" rid="B17">Cohen, 1960</xref>). The statistical analyses were ran in R software (<xref ref-type="bibr" rid="B75">R Core Team, 2017</xref>).</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Intraspecific Trophic Pressure</title>
<p>Altogether, 51 fish taxa from the six sites were evaluated for ITP. The magnitude of ITP is represented as the percentage of each taxon ITP proxy in relation to sympatric taxa in each site (<xref ref-type="fig" rid="F1">Figure 1</xref>). Overall, weak competitors (red-colored) were small-sized taxa belonging to typical cryptobenthic families (Blenniidae, Gobiidae, Labrisomidae, and Gobiesocidae).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Intraspecific trophic pressure (ITP; fish silhouette color) in 3-D space defined from isotopic niche (&#x03B4;<sup>13</sup>C and &#x03B4;<sup>15</sup>N signatures on the <italic>x</italic> and <italic>y</italic> axes, respectively) and density (ind.m<sup>&#x2013;3</sup>; <italic>z</italic>-axis) in six intertidal environments. The color scale indicates the relative ITP intensity at each site (low intensity = coldest color and high intensity = warmest color). Taxa acronyms are given <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>.</p></caption>
<graphic xlink:href="fmars-08-659579-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Interspecific Competition</title>
<p>The evaluation of interspecific interactions using the SCP indicated that the potentially inferior competitors were <italic>Coryphopterus</italic> sp., <italic>Starksia multilepis</italic>, and <italic>Storrsia olsoni</italic> at Rocas, <italic>Abudefduf saxatilis</italic>, <italic>Gobioclinus kalisherae</italic>, and <italic>Entomacrodus vomerinus</italic> at Noronha, <italic>Malacoctenus brunoi</italic>, <italic>Tomicodon</italic> sp. and <italic>Mugil curvidens</italic> at Trindade (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>), <italic>Gobiesox barbatulus</italic>, <italic>Sphoeroides testudineus</italic> and <italic>Thalassophryne nattereri</italic> at Salin&#x00F3;polis, <italic>Omobranchus punctatus</italic>, <italic>Acanthurus chirurgus</italic> and <italic>Sparisoma axillare</italic> at Jericoacoara, and <italic>Sparisoma axillare</italic>, <italic>Stegastes variabilis</italic>, and <italic>Coryphopterus glaucofraenum</italic> at Anchieta (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>).</p>
<p>Best-explanation tree model for SCP data included three traits: trophic group, body size and cryptobenthic behavior (<italic>R</italic><sup>2</sup> = 0.22; root node error 0.60, <xref ref-type="fig" rid="F2">Figure 2</xref>). The importance of these predictors in defining the tree structure was 38, 23, and 14%, respectively. Based on the confusion matrix (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>), the percentage of the predicted response was 53.42 % (46.58 % of confusion) and the average kappa index was 0.27, an acceptable agreement. The primary split (1) separated the strongly competitive omnivore species from weakly competitive specialist species (carnivores, herbivores and micro-carnivores). The second node (3) splitted species in respect to their size and the subsequent split (6) in relation to their cryptic habit. Weak competitors (node 13) were cryptobenthic species of small (e.g., <italic>Gobiosoma alfiei</italic> and <italic>Tomicodon</italic> sp.) and large (e.g., <italic>Labrisomus nuchipinnis</italic>) sizes.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>The four-leaf tree predicting the traits related to interspecific competition success of fish taxa. Each node (color boxes) depicts the predicted class (regular, strong, or weak competition classes), its probabilities (from left to right: regular, strong, and weak) and the percentage of observations in the node. Error was 0.77 and cross-validation error was 0.90.</p></caption>
<graphic xlink:href="fmars-08-659579-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p>We have shown that a diverse group of abundant species, the feeding-specialists of cryptobenthic behavior, is extremely vulnerable to interspecific competition and presents high rates of relative ITP for resources. Here, isotopic niche overlap between species was used to infer on potential interspecific competition. Although classical and contemporary approaches of niche overlap agree with this interpretation (<xref ref-type="bibr" rid="B42">Hutchinson, 1978</xref>; <xref ref-type="bibr" rid="B27">Eckrich et al., 2020</xref>), stable isotopes have limitations and how much niche overlap means to competition <italic>per se</italic> needs to be cautiously considered. Consumers with similar &#x03B4;<sup>15</sup>N signatures can feed upon different preys and similar &#x03B4;<sup>13</sup>C does not reflect obligatorily that both consumers are relying on the same resources. In fact, one of the main stable isotope analysis constraints is the lack of taxonomic refinement in potential prey identification (<xref ref-type="bibr" rid="B60">Newsome et al., 2007</xref>). On the other hand, competition can also exist between species whose realized niches do not overlap (<xref ref-type="bibr" rid="B39">Holt, 1987</xref>). Yet, in a space-limited habitat, such as intertidal reefs, potential competition among species cannot be underestimated, even among species belonging to different trophic guilds. For instance, typical territorial herbivorous reef fishes (e.g., <italic>Stegastes</italic> spp.) are able to compete for food with several other species acting as omnivorous (<xref ref-type="bibr" rid="B96">Zamprogno, 1989</xref>; <xref ref-type="bibr" rid="B71">Pimentel et al., 2018</xref>), whereas resident gobies (e.g., <italic>Bathygobius</italic> spp.) expected to be carnivorous often consume also large amounts of algae (<xref ref-type="bibr" rid="B96">Zamprogno, 1989</xref>; <xref ref-type="bibr" rid="B28">Feitosa and Ara&#x00FA;jo, 2002</xref>). Despite its caveats, stable isotopes analysis overcomes the complexity of determining all competitive interactions and the accurate quantification of all axes of the niches hypervolumes. Our study is underpinned by evidences and case studies where isotopic niche overlap was considered a reliable and robust estimate of potential resource sharing or partitioning through the realized niches of species or individuals (<xref ref-type="bibr" rid="B44">Jackson et al., 2012</xref>; <xref ref-type="bibr" rid="B29">Fleming et al., 2015</xref>; <xref ref-type="bibr" rid="B86">Storero et al., 2020</xref>). Thus, isotopic niche overlap is closely linked to competition and furnishes plausible competition estimates (<xref ref-type="bibr" rid="B19">Colwell and Futuyma, 1971</xref>; <xref ref-type="bibr" rid="B70">Pianka, 2000</xref>; <xref ref-type="bibr" rid="B82">Sexton et al., 2017</xref>; <xref ref-type="bibr" rid="B69">Pastore et al., 2021</xref>).</p>
<p>The intrinsic biological resilience of the cryptobenthic species is associated with competition trade-offs and demographic dynamics. Very shallow reefs (&#x003C;5 m depth) are stressful environments in which conditions widely fluctuate within the physicochemical (e.g., hydrodynamic and water salinity) and biological (e.g., primary and secondary production) spectra. It is expected that under high environmental variability rough competition scenarios may be relieved by competition trade-offs (<xref ref-type="bibr" rid="B41">Hutchinson, 1961</xref>; <xref ref-type="bibr" rid="B26">Duthie et al., 2014</xref>). In fact, such mechanisms can be observed from our intertidal assemblages. Rockpool blennies <italic>Entomacrodus</italic> spp. under high intra- and interspecific competitions in oceanic islands (mainly Noronha &#x2013; <xref ref-type="fig" rid="F1">Figure 1</xref>) persist as key-structuring species by occupying almost exclusively isolated low-complexity tidepools of the high-shore (<xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>). This displacement is so marked that very dense groups of <italic>Entomacrodus</italic> (<xref ref-type="fig" rid="F3">Figure 3A</xref>) are common, even in small-sized pools. Possibly, <italic>Entomacrodus</italic> spp., a few small invertebrates and <italic>Tomicodon</italic> spp. converged toward this underutilized niche as it supports basal-resource exploitation while &#x2013; essentially &#x2013; persisting during the island existence (<xref ref-type="bibr" rid="B54">Macieira et al., 2015</xref>; <xref ref-type="bibr" rid="B72">Pinheiro et al., 2017</xref>; <xref ref-type="bibr" rid="B2">Andrades et al., 2019b</xref>). The stronger trophic pressure rates recorded for Noronha than Trindade endemic <italic>Entomacrodus</italic> can be explained by the abundant and speciose fish communities (<xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>). These features are probably consequence of the larger intertidal area (<italic>ca</italic>. 60 km vs. 22 km total perimeter) and older origin of Noronha (&#x223C;12.5 Ma vs. &#x223C;3.9 Ma; see <xref ref-type="bibr" rid="B58">Mohriak, 2020</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Cryptobenthic intertidal reef fish of the South Atlantic Ocean. A dozen of <italic>Entomacrodus vomerinus</italic> lumped in a small tidepool <bold>(A)</bold>. A solitary <italic>Tomicodon</italic> sp. in a rare moment out of a sea urchin crevice <bold>(B)</bold>. <italic>Starksia multilepis</italic> within macroalgal intertices in an intertidal reef <bold>(C)</bold> and detail of the small mouth of 2 cm sized individual <bold>(D)</bold>. Juvenile and adult of <italic>Labrisomus nuchipinnis</italic> <bold>(E)</bold> often inhabit intertidal reefs, but presented high niche partitioning of habitat and resource uses. The predator <italic>Echidna catenata</italic> <bold>(F)</bold>.</p></caption>
<graphic xlink:href="fmars-08-659579-g003.tif"/>
</fig>
<p>The only other sympatric fish that densely occupies the high-shore are <italic>Tomicodon</italic> spp. (<xref ref-type="fig" rid="F3">Figure 3B</xref>; the species on the mainland, Trindade and Noronha/Rocas are distinct and only the first has been described, see <xref ref-type="bibr" rid="B15">Briggs, 1955</xref>; <xref ref-type="bibr" rid="B54">Macieira et al., 2015</xref>). These miniature taxa are often found in the surge zone, in small crevices or dead bivalve shells, under boulders or sea urchins (<xref ref-type="bibr" rid="B45">Karplus, 2014</xref>). Microhabitat specialization and competition release effects (<xref ref-type="bibr" rid="B4">Andrades et al., 2018b</xref>) allow higher abundance of <italic>Entomacrodus</italic> spp. and <italic>Tomicodon</italic> spp. in islands compared to mainland (<xref ref-type="bibr" rid="B3">Andrades et al., 2018a</xref>), agreeing to the <xref ref-type="bibr" rid="B51">MacArthur et al. (1972)</xref> &#x201C;density compensation&#x201D; hypothesis. Yet, as intraspecific competition increases in response to density compensation (<xref ref-type="bibr" rid="B22">Crowell, 1962</xref>; <xref ref-type="bibr" rid="B64">Pafilis et al., 2009</xref>), a certain balance is probably maintained by species&#x2019; capability to occupy micro-niches.</p>
<p>Other species under intense intra- and interspecific competition is the manyscaled blenny <italic>S</italic>. <italic>multilepis</italic> (<xref ref-type="fig" rid="F3">Figure 3C</xref>), mainly in Rocas. This algae and anemone dweller inhabits rocky interstices. Its small mouth (<xref ref-type="fig" rid="F3">Figure 3D</xref>) enables it to pick micro-items from algal turfs and fronds and its cryptic behavior favors avoidance of direct competition with stronger competitors. In fact, <italic>Starksia</italic> species presents high species richness at the regional-scale in the Caribbean (<xref ref-type="bibr" rid="B7">Baldwin et al., 2011</xref>), which is probably sustained by high levels of microhabitat partitioning among conspecifics through ecological speciation at small spatial scale (<xref ref-type="bibr" rid="B77">Rocha et al., 2005</xref>; <xref ref-type="bibr" rid="B76">Rocha and Bowen, 2008</xref>).</p>
<p>In relatively large-bodied intertidal reef specialists, ontogenetic niche shifts can drive microhabitat and dietary segregation to facilitate coexistence. The juvenile and adult of the cryptobenthic hairy blenny <italic>L</italic>. <italic>nuchipinnis</italic> (<xref ref-type="fig" rid="F3">Figure 3E</xref>) act as two ecologically distinct species: they display distinct habitat occupancy, feeding modes and functional traits in order to maximize their food intake and reduce predation, including cannibalism by adults (<xref ref-type="bibr" rid="B1">Andrades et al., 2019a</xref>). Also, it is imperative to note that though the conventional definition of cryptobenthic species takes into account the small-sized nature of the species (<xref ref-type="bibr" rid="B11">Brandl et al., 2018</xref>), morays like the chain moray <italic>E</italic>. <italic>catenata</italic> (<xref ref-type="fig" rid="F3">Figure 3F</xref>) have a cryptobenthic nature while also being a top predator (see <xref ref-type="bibr" rid="B2">Andrades et al., 2019b</xref>). Such species perform highly vulnerable functions in reef environments due to their rarity and specific functional traits (nocturnal-feeding, sedentary) (<xref ref-type="bibr" rid="B59">Mouillot et al., 2013</xref>), but for few species daytime foraging also occurs (<xref ref-type="bibr" rid="B78">Sazima and Sazima, 2004</xref>). This justifies and brings attention to the presence of large vulnerable species in intertidal reefs (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<p>Overall, cryptobenthic micro-specialists compensate their restricted niche, short-life span and high mortality with high reproductive rate and high larval input (<xref ref-type="bibr" rid="B25">Depczynski and Bellwood, 2006</xref>; <xref ref-type="bibr" rid="B46">Lef&#x00E8;vre et al., 2016</xref>). <xref ref-type="bibr" rid="B12">Brandl et al. (2019)</xref> estimate that this input is responsible to fueling reef environments with almost 60% of the fish biomass consumed, illustrating both this group vulnerability and its resilience to density-dependent processes such as intra- and interspecific competition.</p>
<p>Although cryptobenthic fish species can be found from the intertidal to mesophotic depths (&#x003C;150 m) (<xref ref-type="bibr" rid="B91">Tornabene et al., 2016</xref>; <xref ref-type="bibr" rid="B11">Brandl et al., 2018</xref>), in our study many vulnerable taxa were restricted to the intertidal layer of only a few centimeters to depths of less than 2 m. For instance <italic>Tomicodon</italic> sp. (Trindade), <italic>S</italic>. <italic>multilepis</italic> and <italic>S</italic>. <italic>olsoni</italic> (Rocas), <italic>E</italic>. <italic>vomerinus</italic> (Noronha) and <italic>Barbulifer</italic> sp. (Salin&#x00F3;polis) (see <xref ref-type="fig" rid="F1">Figure 1</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>) are under high selective competition pressures, despite their importance to the intertidal food chain (<xref ref-type="bibr" rid="B2">Andrades et al., 2019b</xref>). In a general competitive framework, an increase in the use of resources by populations under high intraspecific pressure is expected (<xref ref-type="bibr" rid="B35">Giller, 1984</xref>; <xref ref-type="bibr" rid="B87">Svanb&#x00E4;ck and Bolnick, 2007</xref>), a feature that would be especially relevant in species with limited capacity for niche adaptation. Therefore, intertidal cryptobenthic species having ecological traits (e.g., small body size or a particular habitat) that <italic>a priori</italic> limit trophic flexibility (e.g., exploitation of larger prey) or habitat change (e.g., toward greater depth) would be under strong competition. It should be noted, however, that miniaturization facilitates singular spatial and trophic micro-niches occupancy among fishes (<xref ref-type="bibr" rid="B57">Miller, 1996</xref>; <xref ref-type="bibr" rid="B11">Brandl et al., 2018</xref>).</p>
<p>The idea that competitive interactions are responsible for biodiversity maintenance is well recognized. For the tropical marine fauna competition and its consequences may be the most important speciation processes in space-limited reefs (<xref ref-type="bibr" rid="B79">Schemske et al., 2009</xref>; <xref ref-type="bibr" rid="B16">Brown, 2014</xref>). Presumably, over the evolutionary time many tropical lineages have arisen, or at least presented high net diversification, to use low-quality diets instead of outcompeting strong competitors over high-quality resources (<xref ref-type="bibr" rid="B38">Harmelin-Vivien, 2002</xref>; <xref ref-type="bibr" rid="B47">Lobato et al., 2014</xref>). However, strong competition does not allow inferring detrimental effects over (expected) inferior competitors. Actually, niche overlap <italic>per se</italic> does not necessarily translate into interference effects but only in shared requirements over resources. No evidence for interference process limiting some species was detected in the present study but a general rule was clearly manifested: more-efficient specialists probably emerge to compensate the overpressure of generalists. In fact, while fine-grained experiment studies can demonstrate the immediate effects of competitive interactions they often are limited to a few species and local patterns. The model chosen for the regression tree presented a satisfactory result to estimate the competitive success of fish. However, other elements than those we used to build the model may have high relevancy and could have contributed to increase the observed fit. Some functional traits not included, because not sampled or considered secondary, may not be irrelevant to interactions. Further studies are needed to ascertain whether the insertion of other life-history traits (e.g., size classes and resource availability for each taxa or fish-group) can improve the fit of theoretical models. Finally, we used data from six locations, so regional differences in environmental characteristics may drive the importance of interactions between species in the communities. Further studies must consider, in addition to isotopic niche overlap, quantify prey-specific contribution through mixing models to best infer on potential overlap or partitioning of resources among consumers.</p>
<p>The costs of living under high competition pressure involve many deleterious effects such as low reproductive fitness and high energetic allocation in food searching, contest behavior and predation avoidance (<xref ref-type="bibr" rid="B14">Briffa and Sneddon, 2010</xref>; <xref ref-type="bibr" rid="B9">Bonin et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Forrester, 2015</xref>). Here, using stable isotopes allied to density data of more than 50 reef fish taxa, we demonstrated that high intra- and interspecific competition levels are centered over small-sized specialists, mostly belonging to cryptobenthic families. We also discussed a number of mechanisms that facilitate the coexistence of cryptobenthic fishes in an extremely fluctuating and competitive environment such as intertidal reefs. Nevertheless, anthropogenic impacts (e.g., biological invasion, urbanization, sea-level rise) can propel these taxa into risky scenarios of competition increase. Further studies must focus on fine-scale niche partitioning among taxa in order to enlighten the trophic plasticity and selective process upon target resources.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The data analyzed in this study is subject to the following licenses/restrictions: The dataset will be published as part of a data paper soon. Requests to access these datasets should be directed to RA, <email>ryanandrades@gmail.com</email>.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the UFES&#x2019; Ethics Committee (CEUA-UFES; Protocol 29/2016). All specimen collection was licensed by Instituto Chico Mendes de Conserva&#x00E7;&#x00E3;o da Biodiversidade/MMA &#x2013; Brazilian Ministry of the Environment, through the SISBIO system.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>RA, J-CJ, RM, and TG designed the study. RA, J-CJ, JR-F, RM, and TG collected the data. RA, BG, AJ, and TG developed the analysis. RA analyzed the data and wrote the manuscript. All authors revised and contributed to the final version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This project was funded by the Esp&#x00ED;rito Santo State Research and Innovation Foundation (FAPES, 67504876) and Trindade Island Research Program (CNPq 405426/2012-7). RA received a Ph.D. scholarship from CAPES-DS and CAPES-PDSE (Edital 19/2016, process 88881.132520/2016-01). This study was financed in part by the Coordena&#x00E7;&#x00E3;o de Aperfei&#x00E7;oamento de Pessoal de N&#x00ED;vel Superior &#x2013; Brasil (CAPES) &#x2013; Finance Code 001. J-CJ was supported by FAPES (J-CJ &#x2013; Edital 007/2014, process 67504876) and CNPQ (441243/2016-9). TG and J-CJ received productivity grants from the National Council for Scientific and Technological Development (CNPq 311078/2019-2 and 304274/2016-0).</p>
</fn>
</fn-group>
<ack>
<p>We are grateful to T. Simon (<italic>in memoriam</italic>), H. Guabiroba, G. Cardozo-Ferreira, M. E. Alves, L. Mendon&#x00E7;a, R. F. Martins, J. Andrade, M. Bolzan, F. Machado, C. Sales, A. Porrua, L. Karvat, H. Entringer, C. Albuquerque, J. Dantas, M. Brito-Silva, and R. G. Santos for field and laboratory assistance. The field surveys were supported logistically by Mauriz&#x00E9;lia Brito Silva, ICMBio, SOS Mata Atl&#x00E2;ntica, Wagner Cardoso, the Brazilian Navy (Marinha do Brasil), and S. Costa-Abrantes.</p>
</ack>
<sec id="S10" sec-type="supplementary material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2021.659579/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.659579/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrades</surname> <given-names>R.</given-names></name> <name><surname>Andrade</surname> <given-names>J. M.</given-names></name> <name><surname>Jesus-Junior</surname> <given-names>P. S.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Bernardino</surname> <given-names>A. F.</given-names></name> <name><surname>Giarrizzo</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2019a</year>). <article-title>Multiple niche-based analyses reveal the dual life of an intertidal reef predator.</article-title> <source><italic>Mar. Ecol. Prog. Ser.</italic></source> <volume>624</volume> <fpage>131</fpage>&#x2013;<lpage>141</lpage>. <pub-id pub-id-type="doi">10.3354/meps13027</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrades</surname> <given-names>R.</given-names></name> <name><surname>Jackson</surname> <given-names>A. L.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Reis-filho</surname> <given-names>J. A.</given-names></name> <name><surname>Bernardino</surname> <given-names>A. F.</given-names></name> <name><surname>Joyeux</surname> <given-names>J.-C.</given-names></name><etal/></person-group> (<year>2019b</year>). <article-title>Niche-related processes in island intertidal communities inferred from stable isotopes data.</article-title> <source><italic>Ecol. Indic.</italic></source> <volume>104</volume> <fpage>648</fpage>&#x2013;<lpage>658</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecolind.2019.05.039</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrades</surname> <given-names>R.</given-names></name> <name><surname>Machado</surname> <given-names>F. S.</given-names></name> <name><surname>Reis-Filho</surname> <given-names>J. A.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Giarrizzo</surname> <given-names>T.</given-names></name></person-group> (<year>2018a</year>). <article-title>Intertidal biogeographic subprovinces: local and regional factors shaping fish assemblages.</article-title> <source><italic>Front. Mar. Sci.</italic></source> <volume>5</volume>:<issue>412</issue>. <pub-id pub-id-type="doi">10.3389/fmars.2018.00412</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrades</surname> <given-names>R.</given-names></name> <name><surname>Reis-Filho</surname> <given-names>J. A.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Giarrizzo</surname> <given-names>T.</given-names></name> <name><surname>Joyeux</surname> <given-names>J.-C.</given-names></name></person-group> (<year>2018b</year>). <article-title>Endemic fish species structuring oceanic intertidal reef assemblages.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>8</volume>:<issue>10791</issue>. <pub-id pub-id-type="doi">10.1038/s41598-018-29088-0</pub-id> <pub-id pub-id-type="pmid">30018347</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arakaki</surname> <given-names>S.</given-names></name> <name><surname>Tokeshi</surname> <given-names>M.</given-names></name></person-group> (<year>2011</year>). <article-title>Analysis of spatial niche structure in coexisting tidepool fishes: null models based on multi-scale experiments.</article-title> <source><italic>J. Anim. Ecol.</italic></source> <volume>80</volume> <fpage>137</fpage>&#x2013;<lpage>147</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2656.2010.01749.x</pub-id> <pub-id pub-id-type="pmid">20796205</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arakaki</surname> <given-names>S.</given-names></name> <name><surname>Tokeshi</surname> <given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>Species and size matter: an experimental study of microhabitat use under the influence of competitive interactions in intertidal gobiids.</article-title> <source><italic>J. Exp. Mar. Bio. Ecol.</italic></source> <volume>418&#x2013;419</volume> <fpage>59</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1016/j.jembe.2012.03.011</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baldwin</surname> <given-names>C.</given-names></name> <name><surname>Castillo</surname> <given-names>C.</given-names></name> <name><surname>Weigt</surname> <given-names>L.</given-names></name> <name><surname>Victor</surname> <given-names>B.</given-names></name></person-group> (<year>2011</year>). <article-title>Seven new species within western Atlantic <italic>Starksia atlantica</italic>, <italic>S</italic>. <italic>lepicoelia</italic>, and <italic>S</italic>. <italic>sluiteri</italic> (Teleostei, Labrisomidae), with comments on congruence of DNA barcodes and species.</article-title> <source><italic>Zookeys</italic></source> <volume>79</volume> <fpage>21</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.3897/zookeys.79.1045</pub-id> <pub-id pub-id-type="pmid">21594143</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boecklen</surname> <given-names>W. J.</given-names></name> <name><surname>Yarnes</surname> <given-names>C. T.</given-names></name> <name><surname>Cook</surname> <given-names>B. A.</given-names></name> <name><surname>James</surname> <given-names>A. C.</given-names></name></person-group> (<year>2011</year>). <article-title>On the use of stable isotopes in trophic ecology.</article-title> <source><italic>Annu. Rev. Ecol. Evol. Syst.</italic></source> <volume>42</volume> <fpage>411</fpage>&#x2013;<lpage>440</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-102209-144726</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bonin</surname> <given-names>M. C.</given-names></name> <name><surname>Bostr&#x00F6;m-Einarsson</surname> <given-names>L.</given-names></name> <name><surname>Munday</surname> <given-names>P. L.</given-names></name> <name><surname>Jones</surname> <given-names>G. P.</given-names></name></person-group> (<year>2015</year>). <article-title>The prevalence and importance of competition among coral reef fishes.</article-title> <source><italic>Annu. Rev. Ecol. Evol. Syst.</italic></source> <volume>46</volume> <fpage>169</fpage>&#x2013;<lpage>190</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-112414-054413</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Borcard</surname> <given-names>D.</given-names></name> <name><surname>Gillet</surname> <given-names>F.</given-names></name> <name><surname>Legendre</surname> <given-names>P.</given-names></name></person-group> (<year>2018</year>). <source><italic>Numerical Ecology with R.</italic></source> <publisher-loc>Cham</publisher-loc>: <publisher-name>Springer International Publishing</publisher-name>, <pub-id pub-id-type="doi">10.1007/978-3-319-71404-2</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brandl</surname> <given-names>S. J.</given-names></name> <name><surname>Goatley</surname> <given-names>C. H. R.</given-names></name> <name><surname>Bellwood</surname> <given-names>D. R.</given-names></name> <name><surname>Tornabene</surname> <given-names>L.</given-names></name></person-group> (<year>2018</year>). <article-title>The hidden half: ecology and evolution of cryptobenthic fishes on coral reefs.</article-title> <source><italic>Biol. Rev.</italic></source> <volume>93</volume> <fpage>1846</fpage>&#x2013;<lpage>1873</lpage>. <pub-id pub-id-type="doi">10.1111/brv.12423</pub-id> <pub-id pub-id-type="pmid">29736999</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brandl</surname> <given-names>S. J.</given-names></name> <name><surname>Tornabene</surname> <given-names>L.</given-names></name> <name><surname>Goatley</surname> <given-names>C. H. R.</given-names></name> <name><surname>Casey</surname> <given-names>J. M.</given-names></name> <name><surname>Morais</surname> <given-names>R. A.</given-names></name> <name><surname>C&#x00F4;t&#x00E9;</surname> <given-names>I. M.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Demographic dynamics of the smallest marine vertebrates fuel coral reef ecosystem functioning.</article-title> <source><italic>Science</italic></source> <volume>364</volume> <fpage>1189</fpage>&#x2013;<lpage>1192</lpage>. <pub-id pub-id-type="doi">10.1126/science.aav3384</pub-id> <pub-id pub-id-type="pmid">31123105</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Breiman</surname> <given-names>L.</given-names></name> <name><surname>Friedman</surname> <given-names>J. H.</given-names></name> <name><surname>Olshen</surname> <given-names>R. A.</given-names></name> <name><surname>Stone</surname> <given-names>C. J.</given-names></name></person-group> (<year>1984</year>). <source><italic>Classification and Regression Trees.</italic></source> <publisher-loc>Boca Raton, FL</publisher-loc>: <publisher-name>Chapman &#x0026; Hall/CRC</publisher-name>.</citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Briffa</surname> <given-names>M.</given-names></name> <name><surname>Sneddon</surname> <given-names>L. U.</given-names></name></person-group> (<year>2010</year>). &#x201C;<article-title>Contest behavior</article-title>,&#x201D; in <source><italic>Evolutionary Behavioral Ecology</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Westneat</surname> <given-names>D. F.</given-names></name> <name><surname>Fox</surname> <given-names>C. W.</given-names></name></person-group> (<publisher-loc>Oxford</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>), <fpage>246</fpage>&#x2013;<lpage>265</lpage>.</citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Briggs</surname> <given-names>J. C.</given-names></name></person-group> (<year>1955</year>). <article-title>A monograph of the clingfishes (Order Xenopterygii).</article-title> <source><italic>Stanford Ichthyol. Bull.</italic></source> <volume>6</volume> <fpage>1</fpage>&#x2013;<lpage>224</lpage>.</citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>J. H.</given-names></name></person-group> (<year>2014</year>). <article-title>Why are there so many species in the tropics?</article-title> <source><italic>J. Biogeogr.</italic></source> <volume>41</volume> <fpage>8</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1111/jbi.12228</pub-id> <pub-id pub-id-type="pmid">25684838</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>J.</given-names></name></person-group> (<year>1960</year>). <article-title>A coefficient of agreement for nominal scales.</article-title> <source><italic>Educ. Psychol. Meas.</italic></source> <volume>20</volume> <fpage>37</fpage>&#x2013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1177/001316446002000104</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Colella</surname> <given-names>D. J.</given-names></name> <name><surname>Paijmans</surname> <given-names>K. C.</given-names></name> <name><surname>Wong</surname> <given-names>M. Y. L.</given-names></name></person-group> (<year>2019</year>). <article-title>Size, sex and social experience: experimental tests of multiple factors mediating contest behaviour in a rockpool fish.</article-title> <source><italic>Ethology</italic></source> <volume>125</volume> <fpage>369</fpage>&#x2013;<lpage>379</lpage>. <pub-id pub-id-type="doi">10.1111/eth.12861</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Colwell</surname> <given-names>R. K.</given-names></name> <name><surname>Futuyma</surname> <given-names>D. J.</given-names></name></person-group> (<year>1971</year>). <article-title>On the measurement of niche breadth and overlap.</article-title> <source><italic>Ecology</italic></source> <volume>52</volume> <fpage>567</fpage>&#x2013;<lpage>576</lpage>. <pub-id pub-id-type="doi">10.2307/1934144</pub-id> <pub-id pub-id-type="pmid">28973805</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Connell</surname> <given-names>J. H.</given-names></name></person-group> (<year>1961</year>). <article-title>The influence of interspecific competition and other factors on the distribution of the barnacle <italic>Chthamalus stellatus</italic>.</article-title> <source><italic>Ecology</italic></source> <volume>42</volume> <fpage>710</fpage>&#x2013;<lpage>723</lpage>. <pub-id pub-id-type="doi">10.2307/1933500</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Connell</surname> <given-names>J. H.</given-names></name></person-group> (<year>1983</year>). <article-title>On the prevalence and relative importance of interspecific competition: evidence from field experiments.</article-title> <source><italic>Am. Nat.</italic></source> <volume>122</volume> <fpage>661</fpage>&#x2013;<lpage>696</lpage>. <pub-id pub-id-type="doi">10.1086/284165</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Crowell</surname> <given-names>K. L.</given-names></name></person-group> (<year>1962</year>). <article-title>Reduced interspecific competition among the birds of Bermuda.</article-title> <source><italic>Ecology</italic></source> <volume>43</volume> <fpage>75</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.2307/1932042</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darwin</surname> <given-names>C.</given-names></name></person-group> (<year>1859</year>). <source><italic>On the Origin of Species by Means of Natural Selection, or, the Preservation of Favoured Races in the Struggle for Life.</italic></source> <publisher-loc>London</publisher-loc>: <publisher-name>John Murray</publisher-name>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>De&#x2019;ath</surname> <given-names>G.</given-names></name> <name><surname>Fabricius</surname> <given-names>K. E.</given-names></name></person-group> (<year>2000</year>). <article-title>Classification and regression trees: a powerful yet simple technique for ecological data analysis.</article-title> <source><italic>Ecology</italic></source> <volume>81</volume> <fpage>3178</fpage>&#x2013;<lpage>3192</lpage>. <pub-id pub-id-type="doi">10.1890/0012-9658(2000)081[3178:cartap]2.0.co;2</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Depczynski</surname> <given-names>M.</given-names></name> <name><surname>Bellwood</surname> <given-names>D. R.</given-names></name></person-group> (<year>2006</year>). <article-title>Extremes, plasticity, and invariance in vertebrate life history traits: insights from coral reef fishes.</article-title> <source><italic>Ecology</italic></source> <volume>87</volume> <fpage>3119</fpage>&#x2013;<lpage>3127</lpage>. <pub-id pub-id-type="doi">10.1890/0012-9658(2006)87[3119:epaiiv]2.0.co;2</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duthie</surname> <given-names>A. B.</given-names></name> <name><surname>Abbott</surname> <given-names>K. C.</given-names></name> <name><surname>Nason</surname> <given-names>J. D.</given-names></name></person-group> (<year>2014</year>). <article-title>Trade-offs and coexistence: a lottery model applied to fig wasp communities.</article-title> <source><italic>Am. Nat.</italic></source> <volume>183</volume> <fpage>826</fpage>&#x2013;<lpage>841</lpage>. <pub-id pub-id-type="doi">10.1086/675897</pub-id> <pub-id pub-id-type="pmid">24823825</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eckrich</surname> <given-names>C. A.</given-names></name> <name><surname>Albeke</surname> <given-names>S. E.</given-names></name> <name><surname>Flaherty</surname> <given-names>E. A.</given-names></name> <name><surname>Bowyer</surname> <given-names>R. T.</given-names></name> <name><surname>Ben-David</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>rKIN: kernel-based method for estimating isotopic niche size and overlap.</article-title> <source><italic>J. Anim. Ecol.</italic></source> <volume>89</volume> <fpage>757</fpage>&#x2013;<lpage>771</lpage>. <pub-id pub-id-type="doi">10.1111/1365-2656.13159</pub-id> <pub-id pub-id-type="pmid">31799690</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feitosa</surname> <given-names>C. V.</given-names></name> <name><surname>Ara&#x00FA;jo</surname> <given-names>M. E.</given-names></name></person-group> (<year>2002</year>). <article-title>H&#x00E1;bito alimentar e morfologia do trato digestivo de alguns peixes de po&#x00E7;as de mar&#x00E9;, no estado do Cear&#x00E1;, Brasil.</article-title> <source><italic>Arq. Ci&#x00EA;ncias do Mar.</italic></source> <volume>35</volume> <fpage>97</fpage>&#x2013;<lpage>105</lpage>. <pub-id pub-id-type="doi">10.32360/acmar.v35i1-2.30911</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fleming</surname> <given-names>N. E. C.</given-names></name> <name><surname>Harrod</surname> <given-names>C.</given-names></name> <name><surname>Newton</surname> <given-names>J.</given-names></name> <name><surname>Houghton</surname> <given-names>J. D. R.</given-names></name></person-group> (<year>2015</year>). <article-title>Not all jellyfish are equal: isotopic evidence for inter- and intraspecific variation in jellyfish trophic ecology.</article-title> <source><italic>PeerJ</italic></source> <volume>2015</volume> <fpage>1</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.7717/peerj.1110</pub-id> <pub-id pub-id-type="pmid">26244116</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Forrester</surname> <given-names>G. E.</given-names></name></person-group> (<year>2015</year>). &#x201C;<article-title>Competition in reef fishes</article-title>,&#x201D; in <source><italic>Ecology of Fishes on Coral Reefs</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Mora</surname> <given-names>C.</given-names></name></person-group> (<publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>), <fpage>34</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1017/CBO9781316105412.006</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gause</surname> <given-names>G. F.</given-names></name></person-group> (<year>1934</year>). <source><italic>The Struggle for Existence.</italic></source> <publisher-loc>Baltimore, MD</publisher-loc>: <publisher-name>Williams &#x0026; Wilkins Co</publisher-name>.</citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gherardi</surname> <given-names>D. F. M.</given-names></name> <name><surname>Bosence</surname> <given-names>D. W. J.</given-names></name></person-group> (<year>2001</year>). <article-title>Composition and community structure of the coralline algal reefs from Atol das Rocas, South Atlantic, Brazil.</article-title> <source><italic>Coral Reefs</italic></source> <volume>19</volume> <fpage>205</fpage>&#x2013;<lpage>219</lpage>. <pub-id pub-id-type="doi">10.1007/s003380000100</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gibson</surname> <given-names>R. N.</given-names></name></person-group> (<year>1982</year>). <article-title>Recent studies on the biology of intertidal fishes.</article-title> <source><italic>Oceanogr. Mar. Biol.</italic></source> <volume>20</volume> <fpage>363</fpage>&#x2013;<lpage>414</lpage>.</citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gibson</surname> <given-names>R. N.</given-names></name> <name><surname>Yoshiyama</surname> <given-names>R. M.</given-names></name></person-group> (<year>1999</year>). &#x201C;<article-title>Intertidal fish communities</article-title>,&#x201D; in <source><italic>Intertidal Fishes: Life in Two Worlds</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Horn</surname> <given-names>M. M.</given-names></name> <name><surname>Martin</surname> <given-names>K. L. M.</given-names></name> <name><surname>Chotkowski</surname> <given-names>M. A.</given-names></name></person-group> (<publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>Academic Press</publisher-name>), <fpage>264</fpage>&#x2013;<lpage>296</lpage>. <pub-id pub-id-type="doi">10.1016/b978-012356040-7/50014-7</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giller</surname> <given-names>P. S.</given-names></name></person-group> (<year>1984</year>). <source><italic>Community Structure and the Niche.</italic></source> <publisher-loc>London</publisher-loc>: <publisher-name>Chapman and Hall</publisher-name>.</citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Griffiths</surname> <given-names>S. P.</given-names></name></person-group> (<year>2000</year>). <article-title>The use of clove oil as an anaesthetic and method for sampling intertidal rockpool fishes.</article-title> <source><italic>J. Fish Biol.</italic></source> <volume>57</volume> <fpage>1453</fpage>&#x2013;<lpage>1464</lpage>. <pub-id pub-id-type="doi">10.1006/jfbi.2000.1406</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Griffiths</surname> <given-names>S. P.</given-names></name></person-group> (<year>2003</year>). <article-title>Rockpool ichthyofaunas of temperate Australia: species composition, residency and biogeographic patterns.</article-title> <source><italic>Estuar. Coast. Shelf Sci.</italic></source> <volume>58</volume> <fpage>173</fpage>&#x2013;<lpage>186</lpage>. <pub-id pub-id-type="doi">10.1016/S0272-7714(03)00073-8</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harmelin-Vivien</surname> <given-names>M. L.</given-names></name></person-group> (<year>2002</year>). &#x201C;<article-title>Energetics and fish diversity on coral reefs</article-title>,&#x201D; in <source><italic>Coral Reef Fishes: Dynamics and Diversity on a Complex Ecosystem</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Sale</surname> <given-names>P. F.</given-names></name></person-group> (<publisher-loc>San Diego, CA</publisher-loc>: <publisher-name>Academic Press</publisher-name>), <fpage>265</fpage>&#x2013;<lpage>274</lpage>. <pub-id pub-id-type="doi">10.1016/b978-012615185-5/50016-5</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holt</surname> <given-names>R. D.</given-names></name></person-group> (<year>1987</year>). <article-title>On the relation between niche overlap and competition: the effect of incommensurable niche dimensions.</article-title> <source><italic>Oikos</italic></source> <volume>48</volume>:<issue>110</issue>. <pub-id pub-id-type="doi">10.2307/3565696</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huisman</surname> <given-names>J.</given-names></name> <name><surname>Weissing</surname> <given-names>F. J.</given-names></name></person-group> (<year>1994</year>). <article-title>Light-limited growth and competition for light in well-mixed aquatic environments: an elementary model.</article-title> <source><italic>Ecology</italic></source> <volume>75</volume> <fpage>507</fpage>&#x2013;<lpage>520</lpage>. <pub-id pub-id-type="doi">10.2307/1939554</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hutchinson</surname> <given-names>G. E.</given-names></name></person-group> (<year>1961</year>). <article-title>The paradox of the plankton.</article-title> <source><italic>Am. Nat.</italic></source> <volume>95</volume> <fpage>137</fpage>&#x2013;<lpage>145</lpage>.</citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hutchinson</surname> <given-names>G. E.</given-names></name></person-group> (<year>1978</year>). <source><italic>An Introduction to Population Ecology.</italic></source> <publisher-loc>New Haven, CT</publisher-loc>: <publisher-name>Yale University Press</publisher-name>.</citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jackson</surname> <given-names>A. L.</given-names></name> <name><surname>Inger</surname> <given-names>R.</given-names></name> <name><surname>Parnell</surname> <given-names>A. C.</given-names></name> <name><surname>Bearhop</surname> <given-names>S.</given-names></name></person-group> (<year>2011</year>). <article-title>Comparing isotopic niche widths among and within communities: SIBER&#x2013;stable isotope Bayesian Ellipses in R.</article-title> <source><italic>J. Anim. Ecol.</italic></source> <volume>80</volume> <fpage>595</fpage>&#x2013;<lpage>602</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2656.2011.01806.x</pub-id> <pub-id pub-id-type="pmid">21401589</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jackson</surname> <given-names>M. C.</given-names></name> <name><surname>Donohue</surname> <given-names>I.</given-names></name> <name><surname>Jackson</surname> <given-names>A. L.</given-names></name> <name><surname>Britton</surname> <given-names>J. R.</given-names></name> <name><surname>Harper</surname> <given-names>D. M.</given-names></name> <name><surname>Grey</surname> <given-names>J.</given-names></name></person-group> (<year>2012</year>). <article-title>Population-level metrics of trophic structure based on stable isotopes and their application to invasion ecology.</article-title> <source><italic>PLoS One</italic></source> <volume>7</volume>:<issue>e31757</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0031757</pub-id> <pub-id pub-id-type="pmid">22363724</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karplus</surname> <given-names>I.</given-names></name></person-group> (<year>2014</year>). <source><italic>Symbiosis in Fishes.</italic></source> <publisher-loc>Oxford</publisher-loc>: <publisher-name>John Wiley &#x0026; Sons</publisher-name>, <pub-id pub-id-type="doi">10.1002/9781118759769</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lef&#x00E8;vre</surname> <given-names>C. D.</given-names></name> <name><surname>Nash</surname> <given-names>K. L.</given-names></name> <name><surname>Gonz&#x00E1;lez-Cabello</surname> <given-names>A.</given-names></name> <name><surname>Bellwood</surname> <given-names>D. R.</given-names></name></person-group> (<year>2016</year>). <article-title>Consequences of extreme life history traits on population persistence: do short-lived gobies face demographic bottlenecks?</article-title> <source><italic>Coral Reefs</italic></source> <volume>35</volume> <fpage>399</fpage>&#x2013;<lpage>409</lpage>. <pub-id pub-id-type="doi">10.1007/s00338-016-1406-3</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lobato</surname> <given-names>F. L.</given-names></name> <name><surname>Barneche</surname> <given-names>D. R.</given-names></name> <name><surname>Siqueira</surname> <given-names>A. C.</given-names></name> <name><surname>Liedke</surname> <given-names>A. M. R.</given-names></name> <name><surname>Lindner</surname> <given-names>A.</given-names></name> <name><surname>Pie</surname> <given-names>M. R.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Diet and diversification in the evolution of coral reef fishes.</article-title> <source><italic>PLoS One</italic></source> <volume>9</volume>:<issue>e102094</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0102094</pub-id> <pub-id pub-id-type="pmid">25029229</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lotka</surname> <given-names>A. J.</given-names></name></person-group> (<year>1925</year>). <source><italic>Elements of Physical Biology.</italic></source> <publisher-loc>Baltimore, MD</publisher-loc>: <publisher-name>Williams &#x0026; Wilkins Co</publisher-name>.</citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacArthur</surname> <given-names>R.</given-names></name> <name><surname>Levins</surname> <given-names>R.</given-names></name></person-group> (<year>1967</year>). <article-title>The limiting similarity, convergence, and divergence of coexisting species.</article-title> <source><italic>Am. Nat.</italic></source> <volume>101</volume> <fpage>377</fpage>&#x2013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1086/282505</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacArthur</surname> <given-names>R. H.</given-names></name></person-group> (<year>1968</year>). <article-title>The theory of the niche.</article-title> <source><italic>Popul. Biol. Evol.</italic></source> <volume>159</volume>:<issue>176</issue>.</citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacArthur</surname> <given-names>R. H.</given-names></name> <name><surname>Diamond</surname> <given-names>J. M.</given-names></name> <name><surname>Karr</surname> <given-names>J. R.</given-names></name></person-group> (<year>1972</year>). <article-title>Density compensation in island faunas.</article-title> <source><italic>Ecology</italic></source> <volume>53</volume> <fpage>330</fpage>&#x2013;<lpage>342</lpage>. <pub-id pub-id-type="doi">10.2307/1934090</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Machado</surname> <given-names>F. S.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>G&#x00F3;mez</surname> <given-names>M. A. Z.</given-names></name> <name><surname>Costa</surname> <given-names>A. F.</given-names></name> <name><surname>Mesquita</surname> <given-names>E. M. C.</given-names></name> <name><surname>Giarrizzo</surname> <given-names>T.</given-names></name></person-group> (<year>2015</year>). <article-title>Checklist of tidepool fishes from Jericoacoara National Park, southwestern Atlantic, with additional ecological information.</article-title> <source><italic>Biota Neotrop.</italic></source> <volume>15</volume> <fpage>1</fpage>&#x2013;<lpage>9</lpage>.</citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Joyeux</surname> <given-names>J.-C.</given-names></name></person-group> (<year>2011</year>). <article-title>Distribution patterns of tidepool fishes on a tropical flat reef.</article-title> <source><italic>Fish. Bull.</italic></source> <volume>109</volume> <fpage>305</fpage>&#x2013;<lpage>315</lpage>.</citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Simon</surname> <given-names>T.</given-names></name> <name><surname>Pimentel</surname> <given-names>C. R.</given-names></name> <name><surname>Joyeux</surname> <given-names>J.-C.</given-names></name></person-group> (<year>2015</year>). <article-title>Isolation and speciation of tidepool fishes as a consequence of Quaternary sea-level fluctuations.</article-title> <source><italic>Environ. Biol. Fishes</italic></source> <volume>98</volume> <fpage>385</fpage>&#x2013;<lpage>393</lpage>. <pub-id pub-id-type="doi">10.1007/s10641-014-0269-0</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>K. L. M.</given-names></name> <name><surname>Bridges</surname> <given-names>C. R.</given-names></name></person-group> (<year>1999</year>). &#x201C;<article-title>Respiration in water an air</article-title>,&#x201D; in <source><italic>Intertidal Fishes: Life in Two Worlds</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Horn</surname> <given-names>M. M.</given-names></name> <name><surname>Martin</surname> <given-names>K. L. M.</given-names></name> <name><surname>Chotkowski</surname> <given-names>M. A.</given-names></name></person-group> (<publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>Academic Press</publisher-name>), <fpage>54</fpage>&#x2013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1016/b978-012356040-7/50005-6</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Metaxas</surname> <given-names>A.</given-names></name> <name><surname>Scheibling</surname> <given-names>R. E.</given-names></name></person-group> (<year>1993</year>). <article-title>Community structure and organization of tidepools.</article-title> <source><italic>Mar. Ecol. Prog. Ser.</italic></source> <volume>98</volume> <fpage>187</fpage>&#x2013;<lpage>198</lpage>. <pub-id pub-id-type="doi">10.3354/meps098187</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname> <given-names>P. J.</given-names></name></person-group> (<year>1996</year>). &#x201C;<article-title>The functional ecology of small fish: some opportunities and consequences</article-title>,&#x201D; in <source><italic>Miniature Vertebrates: the Implications of Small Body Size</italic></source>, <role>ed.</role> <person-group person-group-type="editor"><name><surname>Miller</surname> <given-names>P. J.</given-names></name></person-group> (<publisher-loc>Oxford</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>), <fpage>175</fpage>&#x2013;<lpage>199</lpage>.</citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mohriak</surname> <given-names>W.</given-names></name></person-group> (<year>2020</year>). <article-title>Genesis and evolution of the South Atlantic volcanic islands offshore Brazil.</article-title> <source><italic>Geo-Mar. Lett.</italic></source> <volume>40</volume> <fpage>1</fpage>&#x2013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.1007/s00367-019-00631-w</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mouillot</surname> <given-names>D.</given-names></name> <name><surname>Bellwood</surname> <given-names>D. R.</given-names></name> <name><surname>Baraloto</surname> <given-names>C.</given-names></name> <name><surname>Chave</surname> <given-names>J.</given-names></name> <name><surname>Galzin</surname> <given-names>R.</given-names></name> <name><surname>Harmelin-Vivien</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Rare species support vulnerable functions in high-diversity ecosystems.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>11</volume>:<issue>e1001569</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.1001569</pub-id> <pub-id pub-id-type="pmid">23723735</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Newsome</surname> <given-names>S. D.</given-names></name> <name><surname>Mart&#x00ED;nez del Rio</surname> <given-names>C.</given-names></name> <name><surname>Bearhop</surname> <given-names>S.</given-names></name> <name><surname>Phillips</surname> <given-names>D. L.</given-names></name></person-group> (<year>2007</year>). <article-title>A niche for isotope ecology.</article-title> <source><italic>Front. Ecol. Environ.</italic></source> <volume>5</volume>:<fpage>429</fpage>&#x2013;<lpage>436</lpage>. <pub-id pub-id-type="doi">10.1890/060150.01</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x2019;Farrell</surname> <given-names>S.</given-names></name> <name><surname>Bearhop</surname> <given-names>S.</given-names></name> <name><surname>McGill</surname> <given-names>R. A. R.</given-names></name> <name><surname>Dahlgren</surname> <given-names>C. P.</given-names></name> <name><surname>Brumbaugh</surname> <given-names>D. R.</given-names></name> <name><surname>Mumby</surname> <given-names>P. J.</given-names></name></person-group> (<year>2014</year>). <article-title>Habitat and body size effects on the isotopic niche space of invasive lionfish and endangered Nassau grouper.</article-title> <source><italic>Ecosphere</italic></source> <volume>5</volume>:<issue>art123</issue>. <pub-id pub-id-type="doi">10.1890/ES14-00126.1</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olden</surname> <given-names>J. D.</given-names></name> <name><surname>Leroy Poff</surname> <given-names>N.</given-names></name> <name><surname>Bestgen</surname> <given-names>K. R.</given-names></name></person-group> (<year>2006</year>). <article-title>Life-history strategies predict fish invasions and extirpations in the Colorado River Basin.</article-title> <source><italic>Ecol. Monogr.</italic></source> <volume>76</volume> <fpage>25</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1890/05-0330</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Osenberg</surname> <given-names>C. W.</given-names></name></person-group> (<year>1989</year>). <article-title>Resource limitation, competition and the influence of life history in a freshwater snail community.</article-title> <source><italic>Oecologia</italic></source> <volume>79</volume> <fpage>512</fpage>&#x2013;<lpage>519</lpage>. <pub-id pub-id-type="doi">10.1007/BF00378669</pub-id> <pub-id pub-id-type="pmid">28313486</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pafilis</surname> <given-names>P.</given-names></name> <name><surname>Meiri</surname> <given-names>S.</given-names></name> <name><surname>Foufopoulos</surname> <given-names>J.</given-names></name> <name><surname>Valakos</surname> <given-names>E.</given-names></name></person-group> (<year>2009</year>). <article-title>Intraspecific competition and high food availability are associated with insular gigantism in a lizard.</article-title> <source><italic>Naturwissenschaften</italic></source> <volume>96</volume> <fpage>1107</fpage>&#x2013;<lpage>1113</lpage>. <pub-id pub-id-type="doi">10.1007/s00114-009-0564-3</pub-id> <pub-id pub-id-type="pmid">19488731</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paijmans</surname> <given-names>K. C.</given-names></name> <name><surname>Wong</surname> <given-names>M. Y. L.</given-names></name></person-group> (<year>2017</year>). <article-title>Linking animal contests and community structure using rockpool fishes as a model system.</article-title> <source><italic>Funct. Ecol.</italic></source> <volume>31</volume> <fpage>1612</fpage>&#x2013;<lpage>1623</lpage>. <pub-id pub-id-type="doi">10.1111/1365-2435.12859</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paine</surname> <given-names>R. T.</given-names></name></person-group> (<year>1966</year>). <article-title>Food web complexity and species diversity.</article-title> <source><italic>Am. Nat.</italic></source> <volume>100</volume> <fpage>65</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1086/282400</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paine</surname> <given-names>R. T.</given-names></name></person-group> (<year>1969</year>). <article-title>The <italic>Pisaster</italic>-<italic>Tegula</italic> interaction: prey patches, predator food preference, and intertidal community structure.</article-title> <source><italic>Ecology</italic></source> <volume>50</volume> <fpage>950</fpage>&#x2013;<lpage>961</lpage>. <pub-id pub-id-type="doi">10.2307/1936888</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paine</surname> <given-names>R. T.</given-names></name></person-group> (<year>1974</year>). <article-title>Intertidal community structure: experimental studies on the relantionship between a dominant competitor and its principal predator.</article-title> <source><italic>Oecologia</italic></source> <volume>15</volume> <fpage>93</fpage>&#x2013;<lpage>120</lpage>. <pub-id pub-id-type="doi">10.1007/BF00345739</pub-id> <pub-id pub-id-type="pmid">28308255</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pastore</surname> <given-names>A. I.</given-names></name> <name><surname>Barab&#x00E1;s</surname> <given-names>G.</given-names></name> <name><surname>Bimler</surname> <given-names>M. D.</given-names></name> <name><surname>Mayfield</surname> <given-names>M. M.</given-names></name> <name><surname>Miller</surname> <given-names>T. E.</given-names></name></person-group> (<year>2021</year>). <article-title>The evolution of niche overlap and competitive differences.</article-title> <source><italic>Nat. Ecol. Evol.</italic></source> <volume>5</volume> <fpage>330</fpage>&#x2013;<lpage>337</lpage>. <pub-id pub-id-type="doi">10.1038/s41559-020-01383-y</pub-id> <pub-id pub-id-type="pmid">33495591</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pianka</surname> <given-names>E. R.</given-names></name></person-group> (<year>2000</year>). <source><italic>Evolutionary Ecology</italic></source>, <edition>6th Edn</edition>. <publisher-loc>San Francisco, CA</publisher-loc>: <publisher-name>Benjamin-Cummings Pub Co</publisher-name>.</citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pimentel</surname> <given-names>C. R.</given-names></name> <name><surname>Soares</surname> <given-names>L. S. H.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Joyeux</surname> <given-names>J.-C.</given-names></name></person-group> (<year>2018</year>). <article-title>Trophic relationships in tidepool fish assemblages of the tropical Southwestern Atlantic.</article-title> <source><italic>Mar. Ecol.</italic></source> <volume>39</volume>:<issue>e12496</issue>. <pub-id pub-id-type="doi">10.1111/maec.12496</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pinheiro</surname> <given-names>H. T.</given-names></name> <name><surname>Bernardi</surname> <given-names>G.</given-names></name> <name><surname>Simon</surname> <given-names>T.</given-names></name> <name><surname>Joyeux</surname> <given-names>J.-C.</given-names></name> <name><surname>Macieira</surname> <given-names>R. M.</given-names></name> <name><surname>Gasparini</surname> <given-names>J. L.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Island biogeography of marine organisms.</article-title> <source><italic>Nature</italic></source> <volume>549</volume> <fpage>82</fpage>&#x2013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1038/nature23680</pub-id> <pub-id pub-id-type="pmid">28854164</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pinheiro</surname> <given-names>H. T.</given-names></name> <name><surname>Mazzei</surname> <given-names>E.</given-names></name> <name><surname>Moura</surname> <given-names>R. L.</given-names></name> <name><surname>Amado-Filho</surname> <given-names>G. M.</given-names></name> <name><surname>Carvalho-Filho</surname> <given-names>A.</given-names></name> <name><surname>Braga</surname> <given-names>A. C.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Fish biodiversity of the Vit&#x00F3;ria-Trindade seamount chain, southwestern Atlantic: an updated database.</article-title> <source><italic>PLoS One</italic></source> <volume>10</volume>:<issue>e0118180</issue>. <pub-id pub-id-type="doi">10.1371/journal</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Post</surname> <given-names>D. M.</given-names></name> <name><surname>Layman</surname> <given-names>C. A.</given-names></name> <name><surname>Arrington</surname> <given-names>D. A.</given-names></name> <name><surname>Takimoto</surname> <given-names>G.</given-names></name> <name><surname>Quattrochi</surname> <given-names>J.</given-names></name> <name><surname>Monta&#x00F1;a</surname> <given-names>C. G.</given-names></name></person-group> (<year>2007</year>). <article-title>Getting to the fat of the matter: models, methods and assumptions for dealing with lipids in stable isotope analyses.</article-title> <source><italic>Oecologia</italic></source> <volume>152</volume> <fpage>179</fpage>&#x2013;<lpage>189</lpage>. <pub-id pub-id-type="doi">10.1007/s00442-006-0630-x</pub-id> <pub-id pub-id-type="pmid">17225157</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><collab>R Core Team.</collab> (<year>2017</year>). <article-title><italic>R: A Language and Environment for Statistical Computing.</italic> Vienna: R Foundation for Statistical Computing.</article-title></citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rocha</surname> <given-names>L. A.</given-names></name> <name><surname>Bowen</surname> <given-names>B. W.</given-names></name></person-group> (<year>2008</year>). <article-title>Speciation in coral-reef fishes.</article-title> <source><italic>J. Fish Biol.</italic></source> <volume>72</volume> <fpage>1101</fpage>&#x2013;<lpage>1121</lpage>. <pub-id pub-id-type="doi">10.1111/j.1095-8649.2007.01770.x</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rocha</surname> <given-names>L. A.</given-names></name> <name><surname>Robertson</surname> <given-names>D. R.</given-names></name> <name><surname>Roman</surname> <given-names>J.</given-names></name> <name><surname>Bowen</surname> <given-names>B. W.</given-names></name></person-group> (<year>2005</year>). <article-title>Ecological speciation in tropical reef fishes.</article-title> <source><italic>Proc. R. Soc. B Biol. Sci.</italic></source> <volume>272</volume> <fpage>573</fpage>&#x2013;<lpage>579</lpage>. <pub-id pub-id-type="doi">10.1098/2004.3005</pub-id> <pub-id pub-id-type="pmid">15817431</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sazima</surname> <given-names>I.</given-names></name> <name><surname>Sazima</surname> <given-names>C.</given-names></name></person-group> (<year>2004</year>). <article-title>Daytime hunting behaviour of <italic>Echidna catenata</italic> (Muraenidae): why chain morays foraging at ebb tide have no followers.</article-title> <source><italic>Aqua, J. Ichthyol. Aquat. Biol.</italic></source> <volume>8</volume> <fpage>1</fpage>&#x2013;<lpage>8</lpage>.</citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schemske</surname> <given-names>D. W.</given-names></name> <name><surname>Mittelbach</surname> <given-names>G. G.</given-names></name> <name><surname>Cornell</surname> <given-names>H. V.</given-names></name> <name><surname>Sobel</surname> <given-names>J. M.</given-names></name> <name><surname>Roy</surname> <given-names>K.</given-names></name></person-group> (<year>2009</year>). <article-title>Is there a latitudinal gradient in the importance of biotic interactions?</article-title> <source><italic>Annu. Rev. Ecol. Evol. Syst.</italic></source> <volume>40</volume> <fpage>245</fpage>&#x2013;<lpage>269</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.ecolsys.39.110707.173430</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schoener</surname> <given-names>T. W.</given-names></name></person-group> (<year>1968</year>). <article-title>The <italic>Anolis</italic> lizards of Bimini: resource partitioning in a complex fauna.</article-title> <source><italic>Ecology</italic></source> <volume>49</volume> <fpage>704</fpage>&#x2013;<lpage>726</lpage>. <pub-id pub-id-type="doi">10.2307/1935534</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schoener</surname> <given-names>T. W.</given-names></name></person-group> (<year>1983</year>). <article-title>Field experiments on interspecific competition.</article-title> <source><italic>Am. Nat.</italic></source> <volume>122</volume> <fpage>240</fpage>&#x2013;<lpage>285</lpage>. <pub-id pub-id-type="doi">10.1086/284133</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sexton</surname> <given-names>J. P.</given-names></name> <name><surname>Montiel</surname> <given-names>J.</given-names></name> <name><surname>Shay</surname> <given-names>J. E.</given-names></name> <name><surname>Stephens</surname> <given-names>M. R.</given-names></name> <name><surname>Slatyer</surname> <given-names>R. A.</given-names></name></person-group> (<year>2017</year>). <article-title>Evolution of ecological niche breadth.</article-title> <source><italic>Annu. Rev. Ecol. Evol. Syst.</italic></source> <volume>48</volume> <fpage>183</fpage>&#x2013;<lpage>206</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-110316-023003</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sheppard</surname> <given-names>C. E.</given-names></name> <name><surname>Inger</surname> <given-names>R.</given-names></name> <name><surname>McDonald</surname> <given-names>R. A.</given-names></name> <name><surname>Barker</surname> <given-names>S.</given-names></name> <name><surname>Jackson</surname> <given-names>A. L.</given-names></name> <name><surname>Thompson</surname> <given-names>F. J.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Intragroup competition predicts individual foraging specialisation in a group-living mammal.</article-title> <source><italic>Ecol. Lett.</italic></source> <volume>21</volume> <fpage>665</fpage>&#x2013;<lpage>673</lpage>. <pub-id pub-id-type="doi">10.1111/ele.12933</pub-id> <pub-id pub-id-type="pmid">29542220</pub-id></citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simberloff</surname> <given-names>D.</given-names></name></person-group> (<year>1982</year>). <article-title>The status of competition theory in ecology.</article-title> <source><italic>Ann. Zool. Fennici</italic></source> <volume>19</volume> <fpage>241</fpage>&#x2013;<lpage>253</lpage>.</citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simberloff</surname> <given-names>D. S.</given-names></name></person-group> (<year>1983</year>). <article-title>Competition theory, hypothesis-testing, and other community ecological buzzwords.</article-title> <source><italic>Am. Nat.</italic></source> <volume>122</volume> <fpage>626</fpage>&#x2013;<lpage>635</lpage>. <pub-id pub-id-type="doi">10.1086/284163</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Storero</surname> <given-names>L. P.</given-names></name> <name><surname>Ocampo Reinaldo</surname> <given-names>M.</given-names></name> <name><surname>Narvarte</surname> <given-names>M.</given-names></name> <name><surname>Iribarne</surname> <given-names>O.</given-names></name> <name><surname>Botto</surname> <given-names>F.</given-names></name></person-group> (<year>2020</year>). <article-title>Trophic interactions and isotopic niche of octopuses and sea stars in North Patagonia.</article-title> <source><italic>Mar. Biol.</italic></source> <volume>167</volume> <issue>35</issue>. <pub-id pub-id-type="doi">10.1007/s00227-019-3642-x</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Svanb&#x00E4;ck</surname> <given-names>R.</given-names></name> <name><surname>Bolnick</surname> <given-names>D. I.</given-names></name></person-group> (<year>2007</year>). <article-title>Intraspecific competition drives increased resource use diversity within a natural population.</article-title> <source><italic>Proc. R. Soc. B Biol. Sci.</italic></source> <volume>274</volume> <fpage>839</fpage>&#x2013;<lpage>844</lpage>. <pub-id pub-id-type="doi">10.1098/rspb.2006.0198</pub-id> <pub-id pub-id-type="pmid">17251094</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Szabo</surname> <given-names>A. R.</given-names></name></person-group> (<year>2002</year>). <article-title>Experimental tests of intercohort competition for food and cover in the tidepool sculpin (<italic>Oligocottus maculosus</italic> Girard).</article-title> <source><italic>Can. J. Zool.</italic></source> <volume>80</volume> <fpage>137</fpage>&#x2013;<lpage>144</lpage>. <pub-id pub-id-type="doi">10.1139/z01-218</pub-id></citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Therneau</surname> <given-names>T. M.</given-names></name> <name><surname>Atkinson</surname> <given-names>B.</given-names></name></person-group> (<year>2018</year>). <source><italic>rpart: Recursive Partitioning and Regression Trees. R Packag. version 4.1-13.</italic></source> Available online at: <ext-link ext-link-type="uri" xlink:href="https://CRAN.R-project.org/package=rpart">https//CRAN.R-project.org/package=rpart</ext-link> <comment>(accessed March 06, 2021)</comment>.</citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tilman</surname> <given-names>D.</given-names></name></person-group> (<year>1994</year>). <article-title>Competition and biodiversity in spatially structured habitats.</article-title> <source><italic>Ecology</italic></source> <volume>75</volume> <fpage>2</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.2307/1939377</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tornabene</surname> <given-names>L.</given-names></name> <name><surname>Van Tassell</surname> <given-names>J. L.</given-names></name> <name><surname>Robertson</surname> <given-names>D. R.</given-names></name> <name><surname>Baldwin</surname> <given-names>C. C.</given-names></name></person-group> (<year>2016</year>). <article-title>Repeated invasions into the twilight zone: evolutionary origins of a novel assemblage of fishes from deep Caribbean reefs.</article-title> <source><italic>Mol. Ecol.</italic></source> <volume>25</volume> <fpage>3662</fpage>&#x2013;<lpage>3682</lpage>. <pub-id pub-id-type="doi">10.1111/mec.13704</pub-id> <pub-id pub-id-type="pmid">27222496</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Underwood</surname> <given-names>A. J.</given-names></name></person-group> (<year>1984</year>). &#x201C;<article-title>Paradigms, explanations and generalizations in models for the structure of intertidal communities on rocky shore</article-title>,&#x201D; in <source><italic>Ecological Communities: Conceptual Issues and the Evidence</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Strong</surname> <given-names>D. R.</given-names></name> <name><surname>Simberloff</surname> <given-names>D.</given-names></name> <name><surname>Abele</surname> <given-names>L. G.</given-names></name> <name><surname>Thistle</surname> <given-names>A. B.</given-names></name></person-group> (<publisher-loc>Princeton, NJ</publisher-loc>: <publisher-name>Princeton University Press</publisher-name>), <fpage>151</fpage>&#x2013;<lpage>180</lpage>. <pub-id pub-id-type="doi">10.1515/9781400857081.151</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vaz-Pinto</surname> <given-names>F.</given-names></name> <name><surname>Mart&#x00ED;nez</surname> <given-names>B.</given-names></name> <name><surname>Olabarria</surname> <given-names>C.</given-names></name> <name><surname>Arenas</surname> <given-names>F.</given-names></name></person-group> (<year>2014</year>). <article-title>Neighbourhood competition in coexisting species: the native <italic>Cystoseira humilis</italic> vs the invasive <italic>Sargassum muticum</italic>.</article-title> <source><italic>J. Exp. Mar. Bio. Ecol.</italic></source> <volume>454</volume> <fpage>32</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1016/j.jembe.2014.02.001</pub-id></citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Volterra</surname> <given-names>V.</given-names></name></person-group> (<year>1926</year>). <article-title>Variazioni e fluttuazioni del numero d&#x2019;individui in specie animali conviventi.</article-title> <source><italic>Memorie della R. Accad. dei Lincei</italic></source> <volume>2</volume> <fpage>31</fpage>&#x2013;<lpage>113</lpage>.</citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xavier</surname> <given-names>J. B.</given-names></name> <name><surname>Foster</surname> <given-names>K. R.</given-names></name></person-group> (<year>2007</year>). <article-title>Cooperation and conflict in microbial biofilms.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>104</volume> <fpage>876</fpage>&#x2013;<lpage>881</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0607651104</pub-id> <pub-id pub-id-type="pmid">17210916</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zamprogno</surname> <given-names>C.</given-names></name></person-group> (<year>1989</year>). <article-title><italic>Distribui&#x00E7;&#x00E3;o e H&#x00E1;bitos Alimentares dos Peixes da Zona Entremar&#x00E9;s de Recifes Rochosos da Praia de Manguinhos, Esp&#x00ED;rito Santo</italic>. Master&#x2019;s thesis. Campinas, SP: Universidade Estadual de Campinas.</article-title></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zander</surname> <given-names>C. D.</given-names></name></person-group> (<year>2011</year>). &#x201C;<article-title>Morphological adaptations to special environments of gobies</article-title>,&#x201D; in <source><italic>The biology of gobies</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Patzner</surname> <given-names>R.</given-names></name> <name><surname>Van Tassell</surname> <given-names>J. L.</given-names></name> <name><surname>Kovacic</surname> <given-names>M.</given-names></name> <name><surname>Kapoor</surname> <given-names>B. G.</given-names></name></person-group> (<publisher-loc>Enfield, NH</publisher-loc>: <publisher-name>CRC Press</publisher-name>), <fpage>345</fpage>&#x2013;<lpage>366</lpage>.</citation></ref>
</ref-list>
</back>
</article>