<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1679-6225</journal-id>
<journal-title><![CDATA[Neotropical Ichthyology]]></journal-title>
<abbrev-journal-title><![CDATA[Neotrop. ichthyol.]]></abbrev-journal-title>
<issn>1679-6225</issn>
<publisher>
<publisher-name><![CDATA[Sociedade Brasileira de Ictiologia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1679-62252012000100010</article-id>
<article-id pub-id-type="doi">10.1590/S1679-62252012000100010</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Spatial patterns of diversity at local and regional scales in a tropical lagoon]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Caballero-Vázquez]]></surname>
<given-names><![CDATA[José Adán]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Vega-Cendejas]]></surname>
<given-names><![CDATA[María Eugenia]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Instituto Politécnico Nacional Centro de Investigación y de Estudios Avanzados Unidad Mérida]]></institution>
<addr-line><![CDATA[Mérida Yucatán]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Unidad de Ciencias del Agua Centro de Investigaciones Científicas de Yucatán ]]></institution>
<addr-line><![CDATA[Cancún Quintana Roo]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2012</year>
</pub-date>
<volume>10</volume>
<numero>1</numero>
<fpage>99</fpage>
<lpage>108</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.br/scielo.php?script=sci_arttext&amp;pid=S1679-62252012000100010&amp;lng=en&amp;nrm=iso&amp;tlng=en"></self-uri><self-uri xlink:href="http://www.scielo.br/scielo.php?script=sci_abstract&amp;pid=S1679-62252012000100010&amp;lng=en&amp;nrm=iso&amp;tlng=en"></self-uri><self-uri xlink:href="http://www.scielo.br/scielo.php?script=sci_pdf&amp;pid=S1679-62252012000100010&amp;lng=en&amp;nrm=iso&amp;tlng=en"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The present study reports estimates of alpha (&#945;), beta (&#946;) and gamma (&#915;) diversity for the fish community of Chacmochuch Lagoon (SE Mexico), a natural protected area located in the northern portion of the Mesoamerican Barrier Reef System. Fish specimens were sampled in 2004 and 2006. Field work was carried out at three climatic peaks: at 13 stations using a 70 m-long beach seine. The collected data were supplemented with information obtained from a previous work conducted in 2002 and were then analyzed with multivariate statistical methods. In addition, fish composition results from this study were compared to those reported for other similar ecosystems of the region. A total of 68 fish species were recorded, determined as peripheral (high-salinity species, usually marine affinity) most of them. Most of the fish species collected were determined as rare, and a few number of species were determined as common and dominant. Salinity, TSD, temperature, dissolved oxygen and other variables were measured to determine the influence over the fish communities, four groups of sites where determined. Results indicated a gradual decrease in the degree of species replacement towards the interior of the system (away from the coast). The estimated value of gamma diversity was high compared to that reported for other coastal systems of the region and, due to the high degree of habitat heterogeneity found in this system; beta diversity had a greater contribution to gamma diversity than alpha diversity. This lagoon acts as a nursing area for many of the fish species collected in this study as indicated by the presence of juvenile stages.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[En el presente estudio, se midió y se determinó la biodiversidad alfa (&#945;), beta (&#946;) y gamma (&#915;) de la comunidad de peces en el Sistema Lagunar Chacmochuch, un Área Natural Protegida (ANP) localizada en la zona norte del Sistema Arrecifal Mesoamericano. El trabajo de campo se realizó en 13 sitios de muestreo durante los ciclos anuales 2004 y 2006, considerando los tres picos climáticos representativos de la región. Para la captura se utilizo un chinchorro de 70 m de largo. La matriz de información utilizada para el análisis se complemento con datos obtenidos a partir de un trabajo realizado durante el periodo 2002. Análisis multivariados fueron utilizados para la generación de resultados. Los resultados de la composición de peces se compararon con los reportados para otros ecosistemas similares de la región. Un total de 68 especies fueron registradas siendo periféricas (especies de alta salinidad y afinidad marina) la mayoría de ellas. Del registro, la mayoría de las especies se determinaron como especies raras, un número menor fueron especies comunes y dominantes. La salinidad, SDT, temperatura, oxigeno disuelto y otras variables fueron medidas para determinar su efecto sobre la comunidad de peces, encontrando cuatro agrupaciones de sitios. Los resultados indican una disminución gradual de las especies hacia el interior del sistema (al alejarse de la costa). La diversidad gamma es alta comparada a otros sistemas costeros de la región; sin embargo la taza de recambio beta es la que determina su alta heterogeneidad. Especies en estadios juveniles y de importancia económica fueron dominantes en el sistema, lo que determinan la zona como un área de crianza.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Alpha]]></kwd>
<kwd lng="en"><![CDATA[beta and gamma diversity]]></kwd>
<kwd lng="en"><![CDATA[Caribbean]]></kwd>
<kwd lng="en"><![CDATA[Ichthyofauna]]></kwd>
<kwd lng="en"><![CDATA[Mexico]]></kwd>
<kwd lng="en"><![CDATA[Natural protected area]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p><font face="Verdana, Arial, Helvetica, sans-serif" size="4"><b>Spatial patterns    of diversity at local and regional scales in a tropical lagoon</b></font></p>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Jos&eacute;    Ad&aacute;n Caballero-V&aacute;zquez<sup>I, II</sup>; Mar&iacute;a Eugenia Vega-Cendejas<sup>I</sup></b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><sup>I</sup>Centro    de Investigaci&oacute;n y de Estudios Avanzados del Instituto Polit&eacute;cnico    Nacional (CINVESTAV), Unidad M&eacute;rida. A.P. 73, 97310 M&eacute;rida, Yucat&aacute;n,    M&eacute;xico. <a href="mailto:adan07@gmail.com">adan07@gmail.com</a> (JACV);    <a href="mailto:maruvega@mda.cinvestav.mx">maruvega@mda.cinvestav.mx</a> (MEVC)    <br>   <sup>II</sup>Centro de Investigaciones Cient&iacute;ficas de Yucat&aacute;n    (CICY), Unidad de Ciencias del Agua. CP 77524, Canc&uacute;n, Quintana Roo,    M&eacute;xico</font></p>     <p>&nbsp;</p>     <p>&nbsp;</p> <hr size="1" noshade>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>ABSTRACT</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The present study    reports estimates of alpha (</font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">),    beta (</font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">)    and gamma (</font><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">)    diversity for the fish community of Chacmochuch Lagoon (SE Mexico), a natural    protected area located in the northern portion of the Mesoamerican Barrier Reef    System. Fish specimens were sampled in 2004 and 2006. Field work was carried    out at three climatic peaks: at 13 stations using a 70 m-long beach seine. The    collected data were supplemented with information obtained from a previous work    conducted in 2002 and were then analyzed with multivariate statistical methods.    In addition, fish composition results from this study were compared to those    reported for other similar ecosystems of the region. A total of 68 fish species    were recorded, determined as peripheral (high-salinity species, usually marine    affinity) most of them. Most of the fish species collected were determined as    rare, and a few number of species were determined as common and dominant. Salinity,    TSD, temperature, dissolved oxygen and other variables were measured to determine    the influence over the fish communities, four groups of sites where determined.    Results indicated a gradual decrease in the degree of species replacement towards    the interior of the system (away from the coast). The estimated value of gamma    diversity was high compared to that reported for other coastal systems of the    region and, due to the high degree of habitat heterogeneity found in this system;    beta diversity had a greater contribution to gamma diversity than alpha diversity.    This lagoon acts as a nursing area for many of the fish species collected in    this study as indicated by the presence of juvenile stages.</font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Key words:</b>    Alpha, beta and gamma diversity, Caribbean, Ichthyofauna, Mexico, Natural protected    area.</font></p> <hr size="1" noshade>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>RESUMEN</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">En el presente    estudio, se midi&oacute; y se determin&oacute; la biodiversidad alfa (</font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">),    beta (</font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">)    y gamma (</font><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">)    de la comunidad de peces en el Sistema Lagunar Chacmochuch, un &Aacute;rea Natural    Protegida (ANP) localizada en la zona norte del Sistema Arrecifal Mesoamericano.    El trabajo de campo se realiz&oacute; en 13 sitios de muestreo durante los ciclos    anuales 2004 y 2006, considerando los tres picos clim&aacute;ticos representativos    de la regi&oacute;n. Para la captura se utilizo un chinchorro de 70 m de largo.    La matriz de informaci&oacute;n utilizada para el an&aacute;lisis se complemento    con datos obtenidos a partir de un trabajo realizado durante el periodo 2002.    An&aacute;lisis multivariados fueron utilizados para la generaci&oacute;n de    resultados. Los resultados de la composici&oacute;n de peces se compararon con    los reportados para otros ecosistemas similares de la regi&oacute;n. Un total    de 68 especies fueron registradas siendo perif&eacute;ricas (especies de alta    salinidad y afinidad marina) la mayor&iacute;a de ellas. Del registro, la mayor&iacute;a    de las especies se determinaron como especies raras, un n&uacute;mero menor    fueron especies comunes y dominantes. La salinidad, SDT, temperatura, oxigeno    disuelto y otras variables fueron medidas para determinar su efecto sobre la    comunidad de peces, encontrando cuatro agrupaciones de sitios. Los resultados    indican una disminuci&oacute;n gradual de las especies hacia el interior del    sistema (al alejarse de la costa). La diversidad gamma es alta comparada a otros    sistemas costeros de la regi&oacute;n; sin embargo la taza de recambio beta    es la que determina su alta heterogeneidad. Especies en estadios juveniles y    de importancia econ&oacute;mica fueron dominantes en el sistema, lo que determinan    la zona como un &aacute;rea de crianza.</font></p> <hr size="1" noshade>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Introduction</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Species diversity    is a basic parameter used for ecosystem evaluation, conservation, and management    (Franklin, 1993; Harris <i>et al</i>., 1996; Nagelkerken <i>et al</i>., 2000b).    Nonetheless, the numerical methods which are used to estimate species diversity    have changed drastically due to recent advances in ecology (Franklin, 1993),    and such new procedures have allowed the estimation of species diversity at    multiple spatial scales. These approaches have underlined the importance of    analyzing and protecting biodiversity at the habitat, ecosystem, and landscape    levels (Franklin, 1993).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Biodiversity is    the variability among living organisms from all sources including, terrestrial    organisms, marine, and other aquatic ecosystems, this includes diversity within    and between species, and of ecosystems (Naeem &amp; Wrigth, 2003). Biodiversity    can be divided into three components: alpha (local diversity), beta (degree    of species replacement among different habitats), and gamma (global diversity    of the entire landscape) (Whittaker, 1972), all of which are measured in the    same way and can be applied across different scales (Magurran, 2004). However,    most of our understanding on biodiversity is based on estimates of alpha diversity    (<i>i.e.</i>, local diversity), ignoring the hierarchical spatial organization    of biodiversity. Such an approach is a major shortcoming to our understanding    of biodiversity, since higher-order components of diversity are influenced by    ecological and biogeographical process which do not act at the local scale.    Because overall biodiversity is maintained by such processes, conservation actions    based on measurements conducted at only one spatial scale can lead to ineffective    strategies. In this way, analyses of biodiversity simultaneously conducted at    several spatial scales have been essential to understand the contribution of    large-scale processes to local biodiversity patterns, and have served to elucidate    the connection between local and regional species richness (Ricklefs &amp; Schluter,    1993; Gaston, 2000; Nogu&eacute;s-Bravo <i>et al</i>., 2008).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Coastal lagoons    are essential components of coastal regions. They are defined as littoral water    bodies formed by numerous habitats which vary in terms of the type of vegetation    (<i>e.g</i>., mangrove, seagrass), salinity, and type of bottom cover. Coastal    lagoons typically receive large nutrient and energy inputs from adjacent ecosystems,    and maintain a temporary or permanent connection with marine areas (Nagelkerken    &amp; van der Velde, 2002; Nagelkerken <i>et al</i>., 2002). Due to their high    degree of environmental heterogeneity, as well as multiple feedbacks and connections    with adjacent areas, coastal lagoons are fundamental for the preservation of    biodiversity (Day &amp; Y&aacute;&ntilde;ez-Arancibia, 1985; Dorenbosch <i>et    al</i>., 2005).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Unfortunately,    the exponential growth and development of human populations in coastal areas    has resulted in significant impacts on biodiversity (Ricklefs &amp; Schluter,    1993; Halffter, 1998; Moreno &amp; Halffter, 2001) due to various types of disturbances    which have led to biological degradation of ecosystems which are adjacent to    populated areas (Halffter, 1998; Avil&eacute;s-Torres <i>et al</i>., 2001; Moreno    &amp; Halffter, 2001). Ironically, the same characteristics which make these    systems especially rich in terms of biodiversity (<i>e.g.</i>, habitat heterogeneity,    connectance), also make them highly susceptible to human impacts (Rodr&iacute;guez    &amp; Lewis, 1994). Moreover, compared to terrestrial ecosystems, the loss of    biodiversity in lagoons and other aquatic systems has been largely overlooked    (Hawksworth, 1995; Huston, 2003; Sober&oacute;n &amp; Koleff, 1999; Sosa-Escalante,    2004), despite the fact that the degradation of these systems has been recognized    as a large-scale environmental problem (Nagelkerken <i>et al.,</i> 2000b).</font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Fish communities    in coastal systems are composed of pelagic, benthic, and seasonal, residents    (species that enter in the system to feed or reproduce and then disperse outside    the lagoon or reef sea area to complete their life stage) (Pihl <i>et al</i>.,    1994). The abundance and diversity of fish in these systems is affected by the    habitats (Nagelkerken <i>et al.</i>, 2000b), where the physical and chemical    factors such as depth, degree of wave exposure, temperature, and salinity, determine    the zonation and the structural heterogeneity of habitat in lagoons and reef    systems, which largely controls the composition and diversity of fish species    in a certain area (Meekan <i>et al.</i>,1995 and Jankowski <i>et al</i>., 2009).    Dynamics and wave exposure is another factor (Fulton <i>et al</i>., 2005).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The aim of the    present study was to estimate alpha (</font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">),    beta (</font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">),    and gamma (</font><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">)    diversity of the fish community present at the coastal lagoon of Chacmochuch    (southeast Mexico). Also, the influence of physicochemical variables (annual    cycles) on the abundance and richness of composition of local species was evaluated,    considering the fish as an indicator group.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Materials and    Methods</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Study area.</b>    The Natural Protected Area (NPA), Chacmochuch lagoon (21&#176;10'53"N 86&#176;48'45"W    and 21&#176;15'14"N 86&#176;51'29"W) is located northeast of the city of Cancun,    Mexico, within the Caribbean biogeographic province, and in the northern portion    of the Mesoamerican Barrier Reef System (Almada-Villela <i>et al</i>., 2002).    It has a total area of 11,527 ha (Universidad de Quintana Roo, 1999), and presents    a zone that is under marine influence conformed by 1) stations: Ch1, Ch2, Ch3,    Ch4, Ch5, Ch6, and Ch7 of Chacmochuch bay); 2) a zone named Ria Nagigo (R),    and 3) eight principal lagoons, all of the above are surrounded by mangrove    forests (<i>Rhizophora mangle</i>, <i>Laguncularia racemosa</i>, <i>Avicennia    germinans</i>, and <i>Conocarpus erectus)</i>: conformed by Larga (L), Punta    Sam (S), Las Garzas (G), Cocodrilos (C), Zapatito (Z), Esmeralda (E), Manati    (M), and La Esperanza (E) (<a href="/img/revistas/ni/v10n1/10f01.jpg">Fig. 1</a>;<a href="/img/revistas/ni/v10n1/10t01.jpg">Table    1</a>). The weather in this region is hot and subhumid, with a mean annual temperature    of 27&#186;C, and a mean annual rainfall of 1300 mm. The system's maximum depth    is 5 m (1 m on average), and the tide regime has only a moderate influence on    ecosystem processes. Bottom cover types range from seagrass areas (<i>Thalassia    testudinum</i> being the most common species, followed by <i>Syringodium filiforme</i>),    to exposed sandy substrates, patches with both, sea grasses, and algae, as well    as hard-bottom areas.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Sample collection.</b>    Data from this study were collected in 2004 and 2006, and combined with a data    set from a previous work conducted in 2002 (Caballero-V&aacute;zquez <i>et al</i>.,    2005). Field work was carried out at three climatic peaks: in March (driest),    June (rainiest), and September (coldest). In both studies, a total of 13 sampling    stations were established at representative areas of the system, in terms of    bottom type, depth, and distance from the mouth of Chacmochuch Bay on the Caribbean    Sea (<a href="/img/revistas/ni/v10n1/10f01.jpg">Fig. 1</a>). The same methodology was used for    samples collected from 2002 to 2006; one sampling for each site in three climatic    peaks, for 3 annual cycles.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Quantitative sampling    at each station was done with a 2.5-m high, 70-m long, and 1.5-cm mesh seine    net (one sample per site per period). Collected specimens were identified using    specialized bibliography and deposited as vouchers at the fish collections of    ECOSUR-Chetumal (ECO-CH) and CINVESTAV-Merida (CINV-NEC). In addition, surface    and bottom physicochemical parameters were recorded at each station using a    multiparametric probe YSI 6600. These variables were: temperature, salinity,    dissolved oxygen, pH, turbidity, chlorophyll, nitrogen, TSD, ammonium, nitrates,    phosphorous, depth, and clarity. Fish species were grouped as primary, secondary,    and peripheral (<a href="/img/revistas/ni/v10n1/10t01.jpg">Table 1</a>) based on their tolerance    to salinity, using the criteria proposed by Castro-Aguirre <i>et al</i>.(1999).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">To validate the    data set, species richness was estimated with species accumulation curves based    on 1000 sample-based randomizations (EstimateS V. 8, Colwell, 1994-2004) and    the rarefaction method (Primer V. 5.2, Clarke &amp; Gorley, 2001). Species accumulation    curves based on the sampling effort were compared to the estimated values of    an exponential equation using the following formula:</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">S(t) = a/b (1 -    exp(- bt)),</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">where S(t) is the    expected species richness, t = is the effort (man-hours), and a and b are parameters    that determine the speed at which saturation in species richness is reached    (Sober&oacute;n &amp; Llorente, 1993).</font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Both a binary matrix    (species presence/absence) and a richness matrix (number of species) were constructed    for each sampling station. To statistically define the degree of homogeneity    or heterogeneity between sampling in H' diversity (Shannon-Wiener index), a    modified "t"-test (Hutcheson, 1970) was conducted. Hill (1973) diversity numbers    were used to calculate the effective contribution of every species in each sample    based on its abundance. Analyses were conducted using BIODIV 5.1 (Baev &amp;    Penev, 1995). All tests considered a significance level of </font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    &lt; 0.05.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">As a measure of    beta diversity (turnover rate) of the species that are won and lost from one    site to another, a Non-Metric Multi-Dimensional Scaling (NMDS) was used to determine    the influence of physicochemical variables on fish composition and abundance,    through a dissimilarity analysis. Significant differences of variables analyzed    were determined. These analyses were conducted with diversity-vegan, version    2.11.1 of the "R" program (R Development Core Team, 2010).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Beta diversity.</b>    Species replacement between sampling stations was measured with the Cody (1975)    index, which is expressed as species gained or lost when moving between stations.    This index is computed in the following way:</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">BC1 = &#91; g(H)    + l(H) &#93; / 2,</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">where BC1 = Cody    index, g(H) = number of species present in habitat 1 but absent in habitat 2    (species gained) and I(H) = number of species absent in habitat 1 but present    in habitat 2 (species lost). The resulting values were employed to create a    triangular matrix which was then used to conduct a cluster analysis (flexible    sorting, Bray Curtis similarity) to determine associations between stations    in terms of fish abundance. Cody index validation as a basic definition of beta    analysis was recently established by Tuomisto (2010a, 2010b).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Gamma diversity.</b>    Schluter &amp; Ricklefs (1993) proposed the measurement of gamma diversity based    on components alpha, beta, and the spatial dimension.</font></p>     <p><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    = </font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    x </font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    x N</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">where:</font></p>     <p><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    = gamma diversity;</font></p>     <p><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    &eth;= average number of species in a community;</font></p>     ]]></body>
<body><![CDATA[<p><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    = the inverse of the species dimension; that is, 1/the mean presence of communities    or locations occupied by a species;</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">N = total number    of communities.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">To calculate </font><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">,    the total number of species present in each habitat (ni) was divided by the    total number of species present in the landscape (n) and elevated to -1 (Sosa-Escalante,    2004) using the following formula:</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">b= &#91;(n1+n2+n3+...ni)/n)&#93;-1</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Results</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Specie richness.</b>    Species accumulation curves and bootstrap analyses showed that the sampling    effort adequately represented species richness of each site. The number of collected    species was close to the estimated value based on the expected species richness    model (<a href="#f2">Fig. 2a</a>, <a href="#f2">b</a>). A total of 4500 specimens    were collected belonging to 68 species, 50 genera, and 34 families; 20 species    represented 90% of the total abundance (<a href="/img/revistas/ni/v10n1/10t01.jpg">Table 1</a>),    while 88.2% of the total number of species were defined as peripheral and 11.8%    as secondary. No primary species were found in Chacmochuch (<a href="#f3">Fig.    3</a>).</font></p>     <p><a name="f2"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/ni/v10n1/10f02.jpg"></p>     ]]></body>
<body><![CDATA[<p>&nbsp;</p>     <p><a name="f3"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/ni/v10n1/10f03.jpg"></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Among the collected    species, <i>Gerres cinereus, Floridichthys polyommus, Archosargus rhomboidalis,    Anchoa parva, Sphyraena barracuda</i>, and <i>Harengula jaguana</i> were the    most abundant (&gt; 66% of all specimens collected) (<a href="/img/revistas/ni/v10n1/10t01.jpg">Table    1</a>). <i>Strongylura notata</i>, <i>Sphoeroides testudineus</i>, and <i>Lactophrys    quadricornis</i> were recorded at 8 out of 13 sampling sites; although their    abundance was lower (<a href="/img/revistas/ni/v10n1/10t01.jpg">Table 1</a>).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Local diversity.</b>    The Shannon-Wiener index (H'n) showed a high degree of spatial variation during    the years with values ranging from 1.18 to 2.55 bits&#183;ind<sup>-1</sup> (<a href="/img/revistas/ni/v10n1/10t02.jpg">Table    2</a>). Sites located in the marine zone showed the highest species diversity    values (Ch7, Ch5, Ch3, Ch2, and Ch1, ordered from highest to lowest), and it    was also in this area where connectivity and exchange of lagoon and reef fish    species was greater. On the other hand, the Zapatito and Manati lagoons, as    well as Ria Nagigo showed homogeneous conditions regarding species richness    and the greatest evenness (<a href="/img/revistas/ni/v10n1/10t02.jpg">Table 2</a>).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Heterogeneity    in the system and groups associations.</b> Results from the NMDS analysis showed    four groups of sites (<a href="/img/revistas/ni/v10n1/10f04.jpg">Fig. 4</a>). One group included    Chacmochuch Bay (1 to 7) and the Esperanza lagoon, this group was determined    by variables such as temperature (P=0.029), ammonium (P=0.011*), salinity (P=0.001*),    TDS (P=0.001*), and pH (P=0.254). A second group included the Garzas and Zapatito    lagoons, and was determined by depth (P=0.12) and temperature. A third group    consisted of Larga and Manati lagoons for which chlorophyll </font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">    (P=0.03*), turbidity (P=0.01*), oxygen (P=0 .030*), and nitrates (P = 0.079)    were the variables that determined the group's structure. The last group only    included Ria Nagigo which exhibited particular combinations of temperature and    depth, and was also influenced by tides; such conditions made this site different    from all others in the system (* denotes significant differences).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The abundance index    (Hill numbers) indicated that Ch7, Ch1, and Ch5 (with marine influence) had    the greatest number of species with medium and high abundances (N1, N2), as    well as the greatest amount of rare species and a lower rate of replacement    (<a href="#f5">Fig. 5</a>, <a href="/img/revistas/ni/v10n1/10t02.jpg">Table 2</a>). In contrast,    Laguna Larga, Ria Nagigo, and Zapatito exhibited the lowest number of species    with medium and high abundances.The estimated value of gamma diversity in the    system was 68 species (18.23 x 0.029 x 13); diversity values are presented in    <a href="#t3">Table 3</a>.</font></p>     <p><a name="f5"></a></p>     ]]></body>
<body><![CDATA[<p>&nbsp;</p>     <p align="center"><img src="/img/revistas/ni/v10n1/10f05.jpg"></p>     <p>&nbsp;</p>     <p><a name="t3"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/ni/v10n1/10t03.jpg"></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Discussion</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The present work    adds important information to that reported in previous studies which have described    the fish species composition of Chacmochuch lagoon at different sites within    this system (Caballero-V&aacute;zquez <i>et al</i>., 2005). However, this study    not only describes species composition but also provides estimates of species    diversity at several spatial scales (<i>e.g.</i>, the degree of fish species    replacement across sampling sites). The aim of the study was to estimate alpha    (</font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">),    beta (</font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">),    and gamma (</font><font size="2">&#915;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">)    diversity of the fish community. In addition, we used multivariate statistical    methods to determine the influence of physicochemical variables on spatial patterns    of species distribution and associations. In this way, the present study has    increased the current knowledge on coastal lagoon systems such as Chacmochuch,    providing information that underlines the importance of conducting biodiversity    analyses at more than one spatial scale.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Fish species    diversity.</b> Species richness has been commonly used as a surrogate of fish    species diversity in coastal systems. In the case of Chacmochuch, fish species    diversity was higher than that previously reported for an adjacent system composed    of the lagoons of Nichupte and Bojorquez, where a total of 37 fish species were    recorded (Res&eacute;ndez-Medina, 1975). Other lagoons in the region such as    the Pajarera and Yalahau have shown lower fish richness compared to Chacmochuch.    For example, V. D. Garc&iacute;a-Hern&aacute;ndez (unpublished data) reported    43 species for Pajarera, while M. E. Vega-Cendejas <i>et al.</i> (unpublished    data) reported 28 species for Yalahau.However, another study by Ordo&ntilde;ez-Lopez    &amp; Garcia-Hernandez (2005) reported 92 species for Yalahau, including fish    larvae. Two additional studies conducted in the southern portion of the Mexican    Caribbean reported 39 species for eight different coastal lagoons combined (Avil&eacute;s-Torres    <i>et al</i>., 2001), and 65 species for the small lagoon of r&iacute;o Huach    (Avil&eacute;s-Torres <i>et al</i>., 2001). In addition, (Schmitter-Soto <i>et    al</i>., 2009) reported 188 species for the Chetumal bay, although 61 of these    were collected as larvae. In should be noted that although the effort and sampling    methods differ in each study, all papers reported the composition or species    richness at each site and this allows a comparative analysis of species richness    of this study to other similar sites. The result of saturation species curves    found that biodiversity registered in Chacmochuch is representative of the area,    according to species richness at each site, which validates the fishing net    used. Our data suggest that the Chacmochuch lagoon may be richer than other    similar coastal lagoon systems located throughout the Mexican Caribbean, and    this may be due to its proximity to the Gulf of Mexico, and thus the possibility    of species interchange between regions (<a href="/img/revistas/ni/v10n1/10f01.jpg">Fig. 1</a>).    Both regions (Mexican Caribbean and Gulf of Mexico) are part of the Atlantic    Ocean. Another explanation could be the elevated productivity of waters adjacent    to the study system, coupled whit hydrobiological connectivity between mangrove    systems, lagoon systems, grasslands, and marine area. Nonetheless, we caution    on any further speculations because the sampling effort has been extremely different    for most of the cited studies, and thus a valid comparison remains to be performed.</font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Environmental    heterogeneity.</b> Fish species diversity is influenced by salinity and temperature,    these variables coupled with TSD, ammonium or oxygen exhibit their highest values    near the marine coastal zone, and they are probably the primary driver of beta    diversity among the lagoon system (Davidar, 2007). However, when fish biodiversity    is estimated based in species that were found to group among the sampling sites    analyzed, more complex ecological patterns arise compared to when fish community    data are analyzed along environmental gradients. Such groups generate ecological    information that shows the influence of natural and anthropogenic disturbances    on fish community responses.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Results of our    NMDS analyses suggest four groups of sites that were identified and corresponded    to the classification defined in <a href="/img/revistas/ni/v10n1/10f04.jpg">figure 4</a>. Chacmochuch    bay sites 1 to 7 exhibited the highest level of species replacement. According    to the turnover rate, a comb-shape gradient was observed, indicating that species    replacement tends to decrease toward the interior portion of the lagoon. The    same pattern was observed for alpha diversity values.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">It is recognized    that </font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">-diversity    will increase with habitat or environmental heterogeneity, and that species    saturation will occur at successively smaller proportions of the regional pool    (Loreau <i>et al</i>., 2001). Accordingly, in this study we found that </font><font size="2">&#945;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">-diversity    was lower than </font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">-diversity    (<a href="#t3">Table 3</a>), indicating that topographic and environmental heterogeneity    are the most important factors driving variation in species richness and composition    among the studied sites.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">A comparative analysis    between results obtained in this work from a lagoon system located in the north    zone of the Mexican Caribbean and results from Avil&eacute;s-Torres <i>et al</i>.,    (2001) obtained from a lagoon system located in the south zone of the Mexican    Caribbean, showed that a higher alpha and beta diversity was found in the north    zone as compared to the south zone (<a href="#t3">Table 3</a>).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Our results support    the view that Mexico is a "beta-diverse country" (Sober&oacute;n &amp; Koleff,    1999). Changes in </font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">-diversity    between the sampling stations showed that sites at Chacmochuch bay (Ch1- Ch7)    exhibited the greatest values of species replacement over a latitudinal gradient    (based on salinity, TSD, and temperature). Therefore, lagoon systems such as    Chacmochuch represent key ecosystems for the maintenance of fish diversity in    coastal environments such as those found in southeast Mexico. Moreover, in order    to maintain beta and gamma diversity in these ecosystems, it will be necessary    to protect both high and low diversity sites within a given system, since high    levels of species interchange (<i>i.e.</i>, </font><font size="2">&#946;</font><font face="Verdana, Arial, Helvetica, sans-serif" size="2">-diversity)    occur between both types of sites, and it is this condition which determines    local and regional diversity.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Descriptors such    as topographic complexity, type of bottom cover, physicochemical characteristics,    and connectivity among sites are variables that help explain community structure    and species composition in aquatic environments such as Chacmochuch (Caballero-V&aacute;zquez    <i>et al</i>., 2005). These variables define ecological niches and refuges where    the probability of predation and competition is lower, which may result in an    increase in species richness for the entire system.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">In Chacmochuch,    throughout the year there are species widely distributed in the system, in spite    of habitat heterogeneity (determined by changes in salinity and the difference    of habitats). A possible explanation for this pattern is the tolerance of dominant    species to environmental conditions; most of the fishes in Chacmochuch are either    marine euryhaline or freshwater euryhaline (that is, secondary sensu Myers,    1938). On the other hand, of secondary and peripheral species, the groupings    of fish (marine stenohalyne, marine euryhalyne, and freshwater) maintain their    spatial distribution in the lagoon throughout the year, in spite of the changes    in the environmental variables, possibly because the gradient of the salinity    and other parameters remain in spite of those variations. Environmental variables    in coastal ecosystems influence differently in every life form of species. In    Chacmochuch, the salinity is one of the variables that could affect the fish    composition in the system; the greater abundance of fish was recorded in environments    near the sea area, zone that also has the greatest seasonal changes throughout    the year.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Regional <i>vs.</i>    local fish diversity.</b> Recent studies have demonstrated that species richness    within local communities can influence ecosystem functioning (<i>e.g.</i>, productivity)    and stability (Nagelkerken <i>et al</i>., 2000b). In this sense, environmental    heterogeneity, which is responsible for beta and gamma diversity patterns, can    have a relevant effect on the relationship between richness and ecosystem function    (Loreau, 2000). The high degree of environmental heterogeneity observed at Chacmochuch    suggests that species replacement at the local scale is the main determinant    of regional diversity. This heterogeneity explain why sites such as Chacmochuch    Bay (Ch1-Ch7, <a href="/img/revistas/ni/v10n1/10f01.jpg">Fig 1</a>) are able to support greater    resistance and persistence change, together with connectivity with adjacent    environments (mangrove, seagrass beds, and coral reefs) (Mumby <i>et al</i>.,    2004). Nevertheless, habitat degradation and pollution at sites like the Manati    and Larga lagoons are constant threats to productivity and biodiversity of ecosystems    such as the Chacmochuch lagoon (Tilman, 2001; Loreau <i>et al</i>., 2001). If    natural and anthropogenic impacts on this ecosystem continue, they may eventually    lead to the irreversible degradation of the entire system (Jackson <i>et al</i>.,    2001; Hughes <i>et al</i>., 2003).</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Conservation    of biodiversity.</b> Connectivity in NPA is synonymous of biodiversity conservation    for adjacent areas. Connectivity lowers predation and allows for more persistence    and resilience of species and systems. Chacmochuch lagoon system acts as a nursery    and feeding area for marine fish of Isla Contoy and other adjacent reefs in    the zone. Therefore, it is important to maintain connectivity and biodiversity    in the area. It is necessary to intensify actions to create an extended NPA    which will include Chacmochuch lagoon system, Isla Contoy, and other systems.    It is important to integrate the systems (lagoons, mangrove, seagrass, seaweed,    reefs, and other wetlands), in order to maintain the sustainable use of biodiversity    and ecosystem services.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Systems with such    high beta diversity are common in the Caribbean, although little studied.They    offer high benefit/cost opportunities for conservation, particularly as climate    change threatens to alter the species composition of communities of habitat    specialists.</font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Lagoon systems    are critical environments to live for many species they are characterized by    being highly ecological and hydrological dynamic, which makes it difficult to    elaborate predictions on long term ecosystem function or stability. In addition,    ecosystem degradation and biodiversity loss in coastal lagoon systems such as:    Nichupte and Bojorquez (northern zone), and Chetumal Bay (southern zone) are    evident, but the lack of scientific information and adequate monitoring programs    have limited the possibility of evaluating their condition in a systematic manner.    For this reason, it is a conservation priority to assess the biodiversity of    these systems before they are dramatically altered, and in this way generate    baseline information for future studies. Although Chacmochuch is a natural protected    area and as such has remained free of human impacts for the most part, it is    located in the most important touristic region of Mexico and future tourist    developments will threaten its current conservation status. Moreover, Chacmochuch    also exhibits high connectivity with nearby ecosystems which are contaminated,    and this makes it necessary to preserve the entire system and surrounding areas    in order to maintain regional diversity. This finding should be taken into account    when choosing core areas for conservation in this system, as both high diversity    and low diversity habitats will contribute to beta diversity and thus be ecologically    important and of regional conservation value in order to maintain overall species    diversity. This work can be important to understand the state of conservation    of the systems based on spatial patterns of diversity; findings of this type    (<a href="/img/revistas/ni/v10n1/10t02.jpg">Tables 2</a> and <a href="#t3">3</a>) represent    valuable information which can be taken into account for the management and    conservation of natural protected areas at a regional level.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Acknowledgements</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">This work was supported    by a grant from Consejo Nacional de Ciencia y Tecnolog&iacute;a de M&eacute;xico    (CONACyT) and by Centro de investigaci&oacute;n y de Estudios Avanzados (CINVESTAV).    The first author also thanks CONACyT for his PhD scholarship (185940), and World    Wildlife Found (WWF, Russell E. Train Education for Nature Program) for the    grant with agreement RM45. We also thank to M.C Jorge Montero, for his helpful    assistance during fieldwork and Drs. Luis Cap&uacute;rro, J. Jacobo Schmitter    Soto, and Cecilia Hernandez-Zepeda for their critical reviews that improved    the quality of this manuscript.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Literature Cited</b></font></p>     <!-- ref --><p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Almada-Villela,    P., M. McField, P. Kramer, P. R. Kramer &amp; J. E. Arias Gonz&aacute;lez. 2002.    Status of coral reefs of Mesoamerica-Mexico, Belize, Guatemala, Honduras, Nicaragua    and El Salvador. Pp. 303-324. In: Wilkinson, C. R. (Ed.), Status of Coral Reefs    of the World. GCRMN Report, Australian Institute of Marine Science, Townsville.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000089&pid=S1679-6225201200010001000001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Avil&eacute;s-Torres,    S., J. J. Schmitter-Soto &amp; R. C. Barrientos-Medina. 2001. Patrones espaciales    de la distribuci&oacute;n de peces en lagunas costeras del sur de Quintana Roo,    M&eacute;xico. Hidrobiol&oacute;gica, 11: 141-148.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000091&pid=S1679-6225201200010001000002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     ]]></body>
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<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Submitted August    23, 2010    <br>   Accepted November 10, 2011    <br>   Published March 30, 2012</font></p>      ]]></body><back>
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