<?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>0034-7744</journal-id>
<journal-title><![CDATA[Revista de Biología Tropical]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. biol. trop]]></abbrev-journal-title>
<issn>0034-7744</issn>
<publisher>
<publisher-name><![CDATA[Universidad de Costa Rica]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0034-77442000000200005</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Population dynamics and stock assessment for Octopus maya (Cephalopoda:Octopodidae) fishery in the Campeche Bank, Gulf of Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Arreguín-Sánchez]]></surname>
<given-names><![CDATA[Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Solís -Ramírez]]></surname>
<given-names><![CDATA[Manuel J]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González de la Rosa]]></surname>
<given-names><![CDATA[María E]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Centro Interdisciplinario de Ciencias Marinas del IPN  ]]></institution>
<addr-line><![CDATA[La Paz Baja California Sur]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Centro Regional de Investigación Pesquera de Yucalpetén  ]]></institution>
<addr-line><![CDATA[Progreso Yucatán]]></addr-line>
<country>México</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Centro Regional de Investigación Pesquera de Lerma  ]]></institution>
<addr-line><![CDATA[Campeche Campeche]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2000</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2000</year>
</pub-date>
<volume>48</volume>
<numero>2-3</numero>
<fpage>323</fpage>
<lpage>331</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S0034-77442000000200005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S0034-77442000000200005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S0034-77442000000200005&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The octopus (Octopus maya) is one of the most important fish resources in the Mexican Gulf of Mexico with a mean annual yield of 9000 ton, and a reasonable number of jobs created; O. maya represents 80% of the total octopus catch, followed by Octopus vulgaris. There are two artisanal fleets based on Octopus maya and a middle-size fleet that covers both species. Catch-at-length structured data from the artisanal fleets, for the 1994 season (August 1st to December 15th) were used to analyze the O. maya population dynamics and stock and to estimate the current level of exploitation. Von Bertalanffy growth parameters were: L<IMG SRC="http:/img/fbpe/rbt/v48n2-3/http:/img/fbpe/rbt/v48n2-3/infinito.GIF" WIDTH=14 HEIGHT=14> = 252 mm, mantle length; K=1.4 year -1; oscillation parameters C=1.0, WP=0.6; and tz=0.842 years. A rough estimate of natural mortality was M=2.2, total mortality from catch curve Z=8.77, and exploitation rate F/Z=0.75. This last value suggests an intensive exploitation, even when yield per recruit analysis indicates both fleets may increase the minimum legal size on about 10% to increase yields. The length-based VPA also shows that the stock is being exploited under its maximum acceptable biological limit. These apparently contradictory results are explained by biological and behavioral characteristics of this species. Because most females die after reproduction, a new gross estimation of natural mortality was computed as M=3.3. The new estimate of exploitation rate was F/Z=0.57. This new value coincides with results from the length-VPA and the Thompson and Bell methods, the former suggesting that a reduction of 20% in fishing mortality may provide larger yields. This fishery resource is fully exploited and current management measures must be revised to sustain and probably optimize yields.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Octopus maya es uno de los recursos pesqueros más importantes del Golfo de México, con rendimientos anuales promedio de 9 000 t, y constituye el 80% de la captura total, seguido por O. vulgaris. En la pesquería participan dos flotas artesanales sobre O. maya, y una de mediana altura capturando ambas especies. Datos de frecuencia de longitudes de la captura para la temporada de pesca 1994 (Agosto 1° a Diciembre 15) fueron usados para analizar la dinámica poblacional y el estado de explotación de O. maya. Los parámetros del modelo de von Bertalanffy fueron: L° = 252 mm longitud de manto, K = 1.4 años-1, C = 1.0 y WP = 0.6, y tZ = 0.842 años. Una estimación inicial de la mortalidad natural fue M = 2.2, la mortalidad total Z = 8.77, y tasa de explotación F/Z = 0.75, lo cual sugiere una intensa explotación. El análisis de rendimiento por recluta indica que podría aumentarse la talla mínima legal para incrementar los rendimientos. El VPA indica un recurso explotado al límite de su capacidad biológica. Debido a que las hembras mueren después de la reproducción, una nueva estimación de mortalidad natural, M = 3.3, y tasa de explotación, F/Z = 0.57 fueron obtenidas, coincidiendo con los resultados del VPA basado en longitudes y el método de Thompson y Bell.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Octopus]]></kwd>
<kwd lng="en"><![CDATA[Octopus maya]]></kwd>
<kwd lng="en"><![CDATA[stock assessment]]></kwd>
<kwd lng="en"><![CDATA[Gulf of Mexico]]></kwd>
<kwd lng="en"><![CDATA[length frequency data analysis]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <center><b><font face="Arial,Helvetica">Population dynamics and stock assessment for <i>Octopus maya</i> (Cephalopoda:</font></b>     <br><b><font face="Arial,Helvetica">Octopodidae) fishery in the Campeche Bank, Gulf of Mexico</font></b>     <p><font face="Arial,Helvetica"><font size=-1><b>Francisco Arregu&iacute;n-S&aacute;nchez<a NAME="1"></a></b><sup><a href="#1a">1</a><a href="#1">&nbsp;</a></sup><b> Manuel J. Sol&iacute;s -Ram&iacute;rez<a NAME="2"></a></b><sup><a href="#2a">2</a></sup><b> and Mar&iacute;a E. Gonz&aacute;lez de la Rosa<a NAME="3"></a></b><sup><a href="#3c">3</a></sup></font></font>     <br>&nbsp;     <p><font face="Arial,Helvetica"><font size=-1>Received 22-II-1999. Corrected 7-XII-1999. Accepted 13-XII-1999.</font></font></center>      <p>    <br>     <p><b><font face="Arial,Helvetica"><font size=-1>Abstract</font></font></b>     <p><font face="Arial,Helvetica"><font size=-1>The octopus (<i>Octopus maya</i>) is one of the most important fish resources in the Mexican Gulf of Mexico with a mean annual yield of 9000 ton, and a reasonable number of jobs created; <i>O. maya</i> represents 80% of the total octopus catch, followed by <i>Octopus vulgaris</i>. There are two artisanal fleets based on <i>Octopus maya</i> and a middle-size fleet that covers both species. Catch-at-length structured data from the artisanal fleets, for the 1994 season (August 1<sup>st</sup> to December 15<sup>th</sup>) were used to analyze the <i>O. maya</i> population dynamics and stock and to estimate the current level of exploitation. Von Bertalanffy growth parameters were: L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14> = 252 mm, mantle length; K=1.4 year <sup>-1</sup>; oscillation parameters C=1.0, WP=0.6; and tz=0.842 years. A rough estimate of natural mortality was M=2.2, total mortality from catch curve Z=8.77, and exploitation rate F/Z=0.75. This last value suggests an intensive exploitation, even when yield per recruit analysis indicates both fleets may increase the minimum legal size on about 10% to increase yields. The length-based VPA also shows that the stock is being exploited under its maximum acceptable biological limit. These apparently contradictory results are explained by biological and behavioral characteristics of this species. Because most females die after reproduction, a new gross estimation of natural mortality was computed as M=3.3. The new estimate of exploitation rate was F/Z=0.57. This new value coincides with results from the length-VPA and the Thompson and Bell methods, the former suggesting that a reduction of 20% in fishing mortality may provide larger yields. This fishery resource is fully exploited and current management measures must be revised to sustain and probably optimize yields.</font></font>     
<p><b><font face="Arial,Helvetica"><font size=-1>Key words</font></font></b>     ]]></body>
<body><![CDATA[<p><font face="Arial,Helvetica"><font size=-1>Octopus, <i>Octopus maya</i>, stock assessment, Gulf of Mexico, length frequency data analysis</font></font>     <br>&nbsp;     <br>&nbsp;     <p><font face="Arial,Helvetica"><font size=-1>The octopus fishery in the north continental shelf of Yucatan is supported by two species; the endemic <i>Octopus maya</i> Voss and Sol&iacute;s, 1966, which makes up to 80% of the total catch, and the cosmopolitan <i>Octopus vulgaris</i>, Cuvier, 1797. Three fleets participate in this fishery, two artisanal operating in shallow waters, and a middle-sized-boats fleet fishing in deeper waters. The fishing gear, locally named "jimba", consists of a rod with several lines having live crabs as bait. Boats drift along, and when the bait gets close to the octopus, it catches the crab and then fishermen capture it. All fleets independently of the size of boats carry out this operation. Thus the size of the boats has no effect on the fishing power, except for the numbers of rods per boat, and the size of octopus which increases with depth (<a href="#Solís-Ramírez67">Sol&iacute;s-Ram&iacute;rez 1967</a>, <a href="#Solís-Ramírez88">1988</a>, <a href="#Solís-Ramírez90">1990</a>; <a href="#Solís-Ramírez86">Sol&iacute;s-Ram&iacute;rez and Ch&aacute;vez 1986</a>; <a href="#Arreguín-Sánchez87">Arregu&iacute;n-S&aacute;nchez <i>et al.</i> 1987</a>; <a href="#Solís-Ramírez99">Sol&iacute;s-Ram&iacute;rez <i>et al.</i> 1999</a>). The artisanal fleets catch about 80% of the total annual yield exclusively on <i>O. maya</i>. The species composition of the middle-sized fleet is as follows: <i>O. vulgaris</i> between 20% to 30% of the total catch, and <i>O. maya</i> making difference.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>From the biological point of view, <i>O. maya</i> exhibits important differences with other species. There are not planktonic larvae; females deposit eggs inside caves, and care for them. After seven to nine weeks, eclosion occurs and new individuals appear as juvenile octopuses, becoming almost immediately active predators. During the month of hatching, females are unavailable for fishing, starve and die after eclosion. This reproductive behavior increases the natural mortality during reproduction, and restricts diving as fishing technique, because there is no control on mortality of mature females, with a high risk of eggs mortality (<a href="#Solís-Ramírez67">Sol&iacute;s-Ram&iacute;rez 1967</a>; <a href="#Solís-Ramírez99">Sol&iacute;s-Ram&iacute;rez <i>et al</i>. 1999</a>). <i>O. maya</i> life expectancy has been estimated in 18 months (<a href="#Solís-Ramírez67">Sol&iacute;s-Ram&iacute;rez 1967</a>; <a href="#Solís-Ramírez86">Sol&iacute;s-Ram&iacute;rez and Ch&aacute;vez 1986</a>; <a href="#Solís-Ramírez99">Sol&iacute;s-Ram&iacute;rez <i>et al</i>. 1999</a>).</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Fishing season starts on August 1<sup>st</sup>, when a reproductive aggregation occurs in shallow waters, synchronized with the time of the year of maximum runoff into the continental shelf. The fishing season remains opened until December 15<sup>th</sup>. Annual yields in the last decade range from 7 000 t to 12 000 t, averaging 9 000 t per year (<a href="#Fig. 1">Fig. 1</a>). Another management measure is a minimum legal size of 11 cm in mantle length, ML, (approximately 3 individuals per kilogram, kg). <a href="#Arreguín-Sánchez,92a">Arregu&iacute;n-S&aacute;nchez (1992a)</a> mentioned that during the August aggregation the average age is 5-6 months old, meaning that these individuals come from an earlier reproductive aggregation occurring period during off season which probably is synchronized with the seasonal upwelling of April-May. These features are important for management purposes, however, until now, they have not being quantified in terms of the population dynamics.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Most short lived species present a high variation in population biological processes being also the case for <i>O. maya</i>. <a href="#Arreguín-Sánchez92b">Arregu&iacute;n-S&aacute;nchez (1992b)</a> shows the effect on growth of an inter-annual recruitment pattern. When recruitment peaks late in the year (September-October), growth curves exhibit an oscillatory pattern during the next year, but when recruitment peaks early in the year (June), growth oscillations are not observed.</font></font>     <br>&nbsp;     <br>&nbsp;     <br>     ]]></body>
<body><![CDATA[<center>     <p><a NAME="Fig. 1"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i01.GIF" height=211 width=342></center>      
<p>    <br>     <br>     <br>     <br>     <p><font face="Arial,Helvetica"><font size=-1>On the other hand, some studies indicated the convenience of a moving closure period, or to reduce duration of the fishing season. In the first case, some authors suggest fishing season must start before current date while others recommend closure must start some time later (<a href="#Arreguín-Sánchez89">Arregu&iacute;n-S&aacute;nchez 1989</a>; <a href="#Seijo">Seijo <i>et al. </i>1987</a>). These apparent contradictory results were based on data from different fishing seasons; the strong inter-annual variation in the seasonal recruitment patterns shown by <a href="#Arreguín-Sánchez92b">Arregu&iacute;n-S&aacute;nchez (1992b)</a> may explain these differences. Their implications to management are obvious.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>The aim of this paper is to make a detailed analysis of the population dynamics and stock assessment, for the particular case of the 1994-fishing season.</font></font>     <br>&nbsp;     ]]></body>
<body><![CDATA[<p><b><font face="Arial,Helvetica"><font size=-1>&nbsp;Materials and Methods</font></font></b>     <p><font face="Arial,Helvetica"><font size=-1><i>O. maya</i> samples were taken with a frequency of two weeks from landing ports located along the north and western coast of the Yucatan Peninsula (<a href="#Fig. 2">Fig. 2</a>). Sampling frequency was two weeks, using a basic random design to select both, boats within each location, and numbers of specimens caught within each boat. Information from each sample was used to estimate catch structure of the boat and to the total catch for each location in the two-week period. Because ports were not simultaneously sampled, catch structure was expressed on a monthly basis as catch-at-length data. Due to different fishing strategies, samples from each fleet were analyzed separately. In Campeche there is only an artisanal fleet which operates in shallow waters (3 to 15 m deep) on a single-boat basis; while in Yucatan there are two fleets; one operating in relatively deeper waters (30 m), and an artisanal fleet (27 feet boats), which operates in shallow waters, frequently under a nurse-boat which gives more autonomy to the fishing operations. The artisanal fleet of Yucatan also fishes in deeper waters than the artisanal fleet from Campeche.</font></font>     <br>&nbsp;     <br>&nbsp;     <br>     <center>     <p><a NAME="Fig. 2"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i02.GIF" height=404 width=414></center>      
<p>    <br>     <br>     ]]></body>
<body><![CDATA[<br>     <br>     <p><font face="Arial,Helvetica"><font size=-1>Based on the monthly catch-at-length data per fleet, an analysis of the population dynamics was performed, assuming that octopuses grow according to the von Bertalanffy equation, VBGE, incorporating growth oscillations (<a href="#Arreguín-Sánchez92b">Arregu&iacute;n-S&aacute;nchez 1992b</a>, <a href="#Pauly82">Pauly 1982</a>, <a href="#Pauly87">1987</a>).</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Parameters of the VBGE were estimated using the ELEFAN I method (<a href="#Pauly87">Pauly 1987</a>) as provided in the FiSAT software (<a href="#Gayanilo">Gayanilo <i>et al.</i> 1994</a>). ELEFAN I uses an algorithm to maximize the function Rn, which can be interpreted as a correlation coefficient. A first approach to the asymptotic length, L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14 align=ABSCENTER>, was obtained with the <a href="#Wetherall">Wetherall (1986)</a> plot. Taken this value of L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14 align=ABSCENTER> as a seed fixed value an approximate value of K was obtained by scanning K over a wide range of values. These initial values for L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14 align=ABSCENTER> and K were then fixed, and seasonal oscillation parameters C and WP estimated using the surface response routine. For all cases Rn was used as criteria for decision. These new parameters (C and WP) and L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14 align=ABSCENTER> were now fixed and a new K value was scanned. These processes were iteratively continued until no changes were detected. In a last step, the automatic search routine was used, with all parameters varying within small ranges to obtain the final values of the VBGE.</font></font>     
<p><font face="Arial,Helvetica"><font size=-1>Selection by the fishing gear was assumed to follow a sigmoidal probability curve in attention to the ability of octopus to catch preys over a wide range of sizes, and because octopus below legal size are returned to the sea. This assumed pattern, although similar for the fleets, may show some differences due to differences in practices fishing, depth, fishing grounds, and availability of octopuses. To overcome these, a selection pattern was estimated for each fleet through a backward estimation of the slope of the catch curve (<a href="#Pauly82">Pauly 1982</a>). Catch curves also provided a preliminary estimation of the instantaneous rate of total mortality, which was compared with that from Jones and vanZalinge method (<a href="#Jones81">1981</a>).</font></font>     <p><font face="Arial,Helvetica"><font size=-1>For natural mortality no independent estimates were made. Following previous studies (<a href="#Solís-Ramírez86">Sol&iacute;s-Ram&iacute;rez and Ch&aacute;vez 1986</a>) two methods were applied, <a href="#Rikhter">Rikhter and Efanov (1976)</a> using t mass (the age at which 50% of females reach the age of "massive spawning") as six months (<a href="#Solís-Ramírez67">Sol&iacute;s Ram&iacute;rez 1967</a>); and <a href="#Pauly80">Pauly (1980)</a> equation with an average temperature of the stock habitat, T = 250C.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>With the estimation of natural mortality and probabilities of selection, a yield per recruit analysis (<a href="#Beverton">Beverton and Holt 1957</a>) was performed, for each fleet.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Fishing mortality at length was estimated for each individual fleet following Jones (<a href="#Jones81">1981</a>, <a href="#Jones84">1984</a>). As a first step, an arbitrary value of fishing mortality for largest length-class was used to estimate fishing mortality-at-length (Fi)&nbsp; and the stock size (Ni). With these values an estimated catch (<img SRC="/img/fbpe/rbt/v48n2-3/Ce.JPG" height=18 width=11><sub>i</sub>) per length-class was obtained. The best fit for Fi and Ni were then obtained by using a single least squares algorithm taken al goal function the minimization of the sum of (C<sub>i</sub>-<img SRC="/img/fbpe/rbt/v48n2-3/Ce.JPG" height=18 width=11><sub>2</sub>) over all length classes.</font></font>     
<p><font face="Arial,Helvetica"><font size=-1>For the analysis of the current state of exploitation and forecast, the <a href="#Thompson">Thompson and Bell (1934)</a> method was applied to the whole fishery by adding the contribution of each individual fleet to total fishing mortality, and for the whole stock, the catch in numbers and weight, per size and fleet were also added.</font></font>     <br>&nbsp;     ]]></body>
<body><![CDATA[<p><b><font face="Arial,Helvetica"><font size=-1>Results</font></font></b>     <p><font face="Arial,Helvetica"><font size=-1><b>Growth and natural mortality:</b> Von Bertalanffy growth parameters were as follows: L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14> =252 mm ML, K=1.4 year<sup>-1</sup>; C=1.0, WP=0.6 and tz=0.842 years (<a href="#Fig. 3">Fig. 3</a>). These values are in close agreement with those estimated by <a href="#Arreguín-Sánchez92b">Arregu&iacute;n-S&aacute;nchez (1992b)</a>, Arregu&iacute;n-S&aacute;nchez <i>et al</i>. (1994) and <a href="#Solís-Ramírez91">Sol&iacute;s-Ram&iacute;rez <i>et al</i>. (1991)</a> (<a href="#Fig. 4">Fig. 4</a>).</font></font>     
<p><font face="Arial,Helvetica"><font size=-1>Total mortality from the catch curve and for the Jones and vanZalinge methods were Z=8.77 and Z=6.6, respectively. From backward computation of catch curves, selection patterns were estimated for each fleet. The value of L50% for the Campeche fleet was L50% = 97.2 mm ML, with a range of selection (L 75%-L 25%), rs = 17.9 mm; while the Yucatan fleet L50% = 100.7 mm ML and rs = 17.0 mm. These values indicate differences between fleets.</font></font>     <br>&nbsp;     <br>&nbsp;     <br>     <center>     <p><a NAME="Fig. 3"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i03.GIF" height=350 width=431>     
<p><a NAME="Fig. 4"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i04.GIF" height=315 width=417></center>      
<p>    ]]></body>
<body><![CDATA[<br>     <br>     <br>     <br>     <p><font face="Arial,Helvetica"><font size=-1>The instantaneous rate of natural mortality estimated from the <a href="#Rikhter">Rikhter and Efanov (1976)</a> equation was M=2.35, with age of massive spawning as 6 months old (<a href="#Solís-Ramírez67">Sol&iacute;s-Ram&iacute;rez 1967</a>), and M=2.2, after <a href="#Pauly80">Pauly (1980)</a>, with a mean annual temperature of 25&deg;C. For further analysis M=2.2 was used. For exploitation rate, a rough analysis of the catch curve gives a high total mortality rate of Z=8.76 for both fleets, and an exploitation rate of F/Z=0.75, suggesting a very intensive exploitation.</font></font>     <p><font face="Arial,Helvetica"><font size=-1><b>Yield per recruit analysis. </b>Although selection patterns indicate that the length-at-first catch, L50%, is slightly lower for Campeche than Yucatan fleet, yield per recruit shows that both fleets may increase the minimum legal size by about 10% to obtain the maximum (biological) yields (<a href="#Fig. 5">Fig. 5</a>). <a href="#TABLE 1">Table 1</a> shows the statistics on yield per recruit suggesting that the fishery is operating close to the maximum levels of biological production, but with exploitation rates higher than those required to maximize yield per recruit.</font></font>     <br>&nbsp;     <br>&nbsp;     <br>     <br>     ]]></body>
<body><![CDATA[<center>     <p><a NAME="TABLE 1"></a><font face="Arial,Helvetica"><font size=-1>TABLE 1</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Estimated parameters of the yield per recruit analysis for the Octopus maya</font></font>     <br><font face="Arial,Helvetica"><font size=-1>fishery from the Campeche Bank, Mexico.</font></font></center>      <center><table BORDER=0 CELLSPACING=0 CELLPADDING=0 COLS=3 WIDTH="70%" > <tr> <td><font face="Arial,Helvetica"><font size=-1>Parameter</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Campeche fleet</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Yucatan fleet</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>Current Lc</font></font></td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at max Y/R</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.538</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.535</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at 0.1 of origin slope</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.504</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.507</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at 0.5 of B/R</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.318</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.318</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>Isopleth diagram analysis</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>L50 / L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14> (actual)</font></font></td>  <td>     
<center><font face="Arial,Helvetica"><font size=-1>0.386</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.400</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>L50 / L<img SRC="/img/fbpe/rbt/v48n2-3/infinito.GIF" height=14 width=14> (optimum)</font></font></td>  <td>     
<center><font face="Arial,Helvetica"><font size=-1>0.450</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.450</font></font></center> </td> </tr>  <tr> <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>Optimum level of Lc and E</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at max Y/R</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.550</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.550</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at 0.5 of B/R;</font></font></td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>0.383</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.377</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at 0.1 of origin slope</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.495</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.486</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>Current Lc and optimum E</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at max Y/R</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.500</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.550</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at 0.5 of B/R;</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.393</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.386</font></font></center> </td> </tr>  <tr> <td><font face="Arial,Helvetica"><font size=-1>E at 0.1 of origin slope</font></font></td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.419</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.504</font></font></center> </td> </tr> </table></center> <font face="Arial,Helvetica"><font size=-1>Data according with the <a href="#Beverton">Beverton and Holt (1957)</a> model, and for each individual fleet. E = exploitation rate. Y/R = yield per recruit; B/R = biomass per recruit; E at 0.1 refers to marginal yield according with <a href="#Gulland">Gulland and Boerema (1971)</a></font></font>     <br>&nbsp;     <p><font face="Arial,Helvetica"><font size=-1>Despite differences between the artisanal fleets, yield per recruit analysis indicates that both fleets operated under a similar scheme of exploitation, being selection of larger individuals slightly higher for the Yucatan fleet.</font></font>     ]]></body>
<body><![CDATA[<br>&nbsp;     <br>&nbsp;     <br>     <br>     <center>     <p><a NAME="Fig. 5"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i05.GIF" height=446 width=422></center>      
<p>    <br>     <br>     <br>     ]]></body>
<body><![CDATA[<p><font face="Arial,Helvetica"><font size=-1>Length-based VPA. In general, fishing mortality with length tend to increase, showing higher values for larger individuals, usually Fi >3.0 (<a href="#Fig. 6">Fig. 6</a>). This behavior shows Fi increases with size, and relative high values for Fi as expected for full exploited short-lived species. As in the catch curve, these estimates suggest high levels of exploitation. Specific values for fishing mortality-at-length and the average population size per fleet, are in Table 2. Comparison of fishing patterns between fleets (Fig. 6) indicates higher mortalities on small individuals by the Campeche fleet. This effect is a consequence of differences in fishing strategies.</font></font>     <br>&nbsp;     <br>&nbsp;     <br>     <br>     <center>     <p><a NAME="Fig. 6"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i06.GIF" height=396 width=418>     
<br>&nbsp;     <br>&nbsp;     <p><a NAME="TABLE 2"></a><font face="Arial,Helvetica"><font size=-1>TABLE 2</font></font>     ]]></body>
<body><![CDATA[<p><font face="Arial,Helvetica"><font size=-1>Parameters for the artisanal octopus fishery in the Campeche Bank, Mexico.</font></font></center>      <p>    <br>     <br>&nbsp;     <br>&nbsp;     <center><table BORDER=0 CELLSPACING=0 CELLPADDING=0 COLS=7 WIDTH="80%" > <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>Length</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>F<sub>i</sub> - Cam</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>N<sub>i</sub> - Cam</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Y<sub>i</sub> - Cam</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>F<sub>i</sub> - Yuc</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>N<sub>i</sub>i - Yuc</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Y<sub>i</sub> - Yuc</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>45</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.000</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>9471.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.00</font></font></center> </td>  <td>     <center><font size=-1>&nbsp;</font></center> </td>  <td>     <center><font size=-1>&nbsp;</font></center> </td>  <td>     <center><font size=-1>&nbsp;</font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>55</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.025</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>8778.6</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>0.60</font></font></center> </td>  <td>     <center><font size=-1>&nbsp;</font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>29136.5</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.39</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>65</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.049</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>8096.2</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1.77</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.023</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>26897.5</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>2.79</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>75</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.305</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>7431.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>15.22</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.138</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>24707.2</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>23.05</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>85</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.750</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>6716.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>48.47</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.964</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>22481.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>207.59</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>95</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1.725</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5920.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>136.65</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2.336</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>19635.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>596.67</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>105</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.451</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>4945.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>294.94</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.243</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>15972.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>899.36</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>115</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>5.014</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3757.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>418.26</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>4.042</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>12259.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1126.72</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>125</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.836</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2579.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>428.99</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>4.619</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>8852.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1203.01</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>135</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>6.922</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1641.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>406.18</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.391</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>6031.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1213.50</font></font></center> </td> </tr>  <tr> <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>145</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>6.371</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>940.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>276.30</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>7.023</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3793.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1213.58</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>155</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>6.871</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>532.1</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>212.17</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>8.257</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2048.5</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>938.47</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>165</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>6.993</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>272.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>138.94</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>7.577</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>947.8</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>512.42</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>175</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.769</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>128.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>71.00</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>7.816</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>424.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>293.59</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>185</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.976</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>61.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>31.98</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>6.515</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>167.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>127.56</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>195</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.047</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>31.6</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>42.26</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>4.900</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>65.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>87.45</font></font></center> </td> </tr> </table></center> <font face="Arial,Helvetica"><font size=-1>Fishing mortality-at-length (F<sub>i</sub>), population size (N&middot;10<sup>3</sup>) and yield (Y<sub>i</sub>, in ton) per fleet (Cam=Campeche, Yuc=Yucatan). Length refers to mantle length in mm. (following <a href="#Jones81">Jones, 1981</a>,<a href="#Jones84">1984</a>).</font></font>     <br>&nbsp;     <p><font face="Arial,Helvetica"><font size=-1><b>Thompson and Bell analysis.</b> Using estimates of the fishing mortality and population size per fleet from length-VPA, the Thompson and Bell method was applied to obtain a diagnosis of the state of exploitation over the whole fishery. Results (<a href="#TABLE 3">Table 3</a>) suggest that current fishing effort level could be reduced by a factor of 0.76 for the fleet of Yucatan, and 0.79 for the Campeche fleet to maximize yields (<a href="#Fig. 7">Fig. 7</a>). These results also suggest that current fishing intensity overpasses the level which maximize yields and yield-per-recruit.</font></font>     <br>&nbsp;     <br>&nbsp;     <br>     <br>     <center>     <p><a NAME="Fig. 7"></a><img SRC="/img/fbpe/rbt/v48n2-3/0847i07.GIF" height=345 width=420>     
]]></body>
<body><![CDATA[<br>&nbsp;     <br>&nbsp;     <p><a NAME="TABLE 3"></a><font face="Arial,Helvetica"><font size=-1>TABLE 3</font></font>     <p><i><font face="Arial,Helvetica"><font size=-1>Long term forecast for the Octopus maya fishery of the Campeche Bank, Southern Gulf of Mexico.</font></font></i></center>      <p>    <br>     <br>&nbsp;     <br>&nbsp;     <center><table BORDER=0 CELLSPACING=0 CELLPADDING=0 COLS=6 WIDTH="80%" > <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>Mantle length</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>Number at</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Mean</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Catch</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Yield</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>Fishing</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>(mm)</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>the sea 105</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>biomass ton</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>103</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>ton</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>mortality 1/year</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>&nbsp;</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>40</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>409.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>67.3</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>0.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.000</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>50</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>379.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>107.5</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>8.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.007</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>60</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>350.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>157.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>27.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.021</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>70</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>321.5</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>217.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>159.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>28.0</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>0.128</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>80</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>292.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>283.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>786.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>189.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.667</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>90</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>258.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>343.6</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>1737.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>551.6</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1.605</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>100</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>217.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>387.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2281.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>930.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2.403</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>110</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>174.0</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>406.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2474.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1266.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.114</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>120</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>131.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>400.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2266.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1429.8</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>3.568</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>130</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>95.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>370.2</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2016.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1542.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>4.166</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>140</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>64.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>314.4</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>1726.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1579.5</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.023</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>150</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>39.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>240.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1293.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>1398.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.812</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>160</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>21.6</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>169.3</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>728.2</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>920.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.438</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>170</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>11.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>113.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>413.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>605.9</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>5.340</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>180</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>5.6</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>73.4</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>183.9</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>309.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>4.221</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>190</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>2.7</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>47.8</font></font></center> </td>  <td>     ]]></body>
<body><![CDATA[<center><font face="Arial,Helvetica"><font size=-1>90.8</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>174.6</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.650</font></font></center> </td> </tr>  <tr> <td>     <center><font face="Arial,Helvetica"><font size=-1>210</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>0.5</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>10.2</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>32.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>37.1</font></font></center> </td>  <td>     <center><font face="Arial,Helvetica"><font size=-1>3.650</font></font></center> </td> </tr> </table></center> <font face="Arial,Helvetica"><font size=-1>The <a href="#Thompson">Thompson and Bell (1934)</a> method was applied as implement in FiSAT (<a href="#Gayanilo">Gayanilo <i>et al.</i> 1994</a>). Estimations are for the whole fishery (Campeche and Yucatan fleets) at the maximum yield level, corresponding to a fishing mortality factor of 0.73 respect to that for 1994 fishing season.</font></font>     <br>&nbsp;     ]]></body>
<body><![CDATA[<p><font face="Arial,Helvetica"><font size=-1><b>Recruitment pattern.</b> The FiSAT routine to estimate recruitment pattern reconstructs recruitment pulses from a time series of length-frequency data to determine the number of pulses per year and the relative strength of each pulse. Computation consisted of the backward projection of the frequencies, along a trajectory defined by the VBGE onto the time axis of a time-series of samples. Results generated by this routine should be treated as approximations because, while allowing statements on the number of annual pulses and on their relative strength, this model is based on two assumptions that are rarely met in reality: 1) all individuals in the sample grow as described by a single set of growth parameters and, 2) one month out of twelve always has zero recruitment.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>This approach was applied to <i>O. maya</i>, once the information of both fleets was combined. Two peaks of approximately the same size were observed, one in October, and the second in April (<a href="#Fig. 3">Fig. 3</a>). The first peak coincides with observations during the fishing season, as mentioned by several authors (<a href="#Solís-Ramírez67">Sol&iacute;s-Ram&iacute;rez 1967</a>, <a href="#Solís-Ramírez90">1990</a>; <a href="#Arreguín-Sánchez92b">Arregu&iacute;n-S&aacute;nchez 1992b</a>; <a href="#Solís-Ramírez99">Sol&iacute;s-Ram&iacute;rez <i>et al</i>. 1999</a>). The second peak, in April, has not been observed because it occurs off-season, but agrees with <a href="#Arreguín-Sánchez,92a">Arregu&iacute;n-S&aacute;nchez&acute;s (1992a)</a> hypothesis on a second reproductive period providing individuals recruits to the fishing season. This also agrees with the pattern suggested by <a href="#Arreguín-Sánchez99">Arregu&iacute;n-S&aacute;nchez y Ch&aacute;vez (1999)</a> in the sense that octopus dynamics is related with pulses of primary production induced by nutrient exports from Laguna de T&eacute;rminos during autumn, and seasonal upwelling during spring.</font></font>     <br>&nbsp;     <p><b><font face="Arial,Helvetica"><font size=-1>&nbsp;Discussion</font></font></b>     <p><font face="Arial,Helvetica"><font size=-1>Estimates of growth performance index&nbsp;<img SRC="/img/fbpe/rbt/v48n2-3/o.JPG" height=15 width=10>&acute; (<a href="#Pauly84">Pauly and Munro 1984</a>) are in agreement with those from other authors (<a href="#Arreguín-Sánchez92b">Arregu&iacute;n-S&aacute;nchez 1992b</a>; Arregu&iacute;n-S&aacute;nchez <i>et al</i>. 1994; and <a href="#Solís-Ramírez91">Sol&iacute;s-Ram&iacute;rez <i>et al.</i> 1991</a>); although they are among the highest values (<a href="#Fig. 4">Fig. 4</a>). This probably is because previous estimations were based on length distributions of the Yucatan fleet, where small sizes are poorly represented. In this paper small sizes from the Campeche fleet were included. The effect of small sizes in the analysis of the length composition data using ELEFAN I, has been discussed by <a href="#Defeo">Defeo <i>et al</i>. (1992)</a>.</font></font>     
<p><font face="Arial,Helvetica"><font size=-1>Estimates of exploitation rate show heavy exploitation. Different authors (<a href="#Arreguín-Sánchez87">Arregu&iacute;n-S&aacute;nchez <i>et al</i>. 1987</a>, 1994; <a href="#Seijo">Seijo <i>et al.</i> 1987</a>; <a href="#Arreguín-Sánchez,92a">Arregu&iacute;n-S&aacute;nchez 1992a</a>; <a href="#Solís-Ramírez99">Sol&iacute;s-Ram&iacute;rez <i>et al</i>. 1999</a>) have established that it is fully exploited; however heavy exploitation, as indicated here by exploitation rates, and full exploitation have not the same meaning. Full exploitation indicates that the stock is being used at its maximum biological capacity of biomass production, while heavily exploitation suggests the above level have been exceeded.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>From VPA analysis it is clear that larger individuals experience higher mortalities; however interpretation of these values must be associated with population behavior, particularly, female behavior. It was mentioned before those most gravid females of <i>O. maya</i> die after their egg hatch. Because the methods used to estimate total mortality account for a decrease in numbers, and because natural mortality is assumed to be constant, and computed by independent rough methods, post-hatching females mortality is computed here within the fishing mortality rates; this implies exploitation rates may give higher values. The main problem is the lack of information on post-hatching mortality of females to adjust fishing mortality computations.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Sex ratio has been reported by <a href="#Solís-Ramírez67">Sol&iacute;s-Ram&iacute;rez (1967)</a> as 1: 1. Since all females die after hatching, natural mortality should increase in the same proportion that the stock decreases. An artificial value of M=3.3 may be used (reducing fishing mortality in the same proportion as M increases) to obtain an adjusted exploitation rate. This renders an exploitation rate E=F/Z=0.57, which is closer to the concept of full exploitation and to those estimates for maximum exploitation levels from the yield per recruit analysis. This value of E=0.57 resulted of a rough approach to how post-hatching mortality could affect estimates of exploitation rate. Computations above, although reasonable, are not documented by experimental data.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>The conclusion is that <i>O. maya</i>, during the 1994 fishing season was fully exploited. Estimates suggest that fishing mortality must be controlled, but in the absence of a year-to-year analysis, it is not possible to recommend specific measures. In terms of management, it can only be recommended that no more fishing licenses should be given, maintain current management measures, and increase scientific efforts to obtain information to adjust computations of fishing mortality due to post-hatching female mortality.</font></font>     <p><font face="Arial,Helvetica"><font size=-1>Although it is not formally discussed due to the lack of data, recruitment pattern as estimated by FiSAT indicates two peaks of reproduction which agrees with the current hypothesis about dynamics of <i>O. maya</i> stock. If evidences were confirmed, it would have consequences in management strategies regarding controls by fishing mortality. We strongly recommend intensive research on this subject.</font></font>     ]]></body>
<body><![CDATA[<br>&nbsp;     <p><b><font face="Arial,Helvetica"><font size=-1>&nbsp;Acknowledgments</font></font></b>     <p><font face="Arial,Helvetica"><font size=-1>The authors thank Luis Capurro and two anonymous referees for their valuable comments. The first author also thanks Instituto Polit&eacute;cnico Nacional for support given through COFAA, EDD, and DEPI-980056.</font></font>     <br>&nbsp;     <p><b><font face="Arial,Helvetica"><font size=-1>Resumen</font></font></b>     <p><font face="Arial,Helvetica"><font size=-1><i>Octopus maya</i> es uno de los recursos pesqueros m&aacute;s importantes del Golfo de M&eacute;xico, con rendimientos anuales promedio de 9 000 t, y constituye el 80% de la captura total, seguido por <i>O. vulgaris</i>. En la pesquer&iacute;a participan dos flotas artesanales sobre <i>O. maya</i>, y una de mediana altura capturando ambas especies. Datos de frecuencia de longitudes de la captura para la temporada de pesca 1994 (Agosto 1&ordm; a Diciembre 15) fueron usados para analizar la din&aacute;mica poblacional y el estado de explotaci&oacute;n de <i>O. maya</i>. Los par&aacute;metros del modelo de von Bertalanffy fueron: L&deg; = 252 mm longitud de manto, K = 1.4 a&ntilde;os<sup>-1</sup>, C = 1.0 y WP = 0.6, y t<sub>Z</sub> = 0.842 a&ntilde;os. Una estimaci&oacute;n inicial de la mortalidad natural fue M = 2.2, la mortalidad total Z = 8.77, y tasa de explotaci&oacute;n F/Z = 0.75, lo cual sugiere una intensa explotaci&oacute;n. El an&aacute;lisis de rendimiento por recluta indica que podr&iacute;a aumentarse la talla m&iacute;nima legal para incrementar los rendimientos. El VPA indica un recurso explotado al l&iacute;mite de su capacidad biol&oacute;gica. Debido a que las hembras mueren despu&eacute;s de la reproducci&oacute;n, una nueva estimaci&oacute;n de mortalidad natural, M = 3.3, y tasa de explotaci&oacute;n, F/Z = 0.57 fueron obtenidas, coincidiendo con los resultados del VPA basado en longitudes y el m&eacute;todo de Thompson y Bell</font></font>     <br>&nbsp;     <p><b><font face="Arial,Helvetica"><font size=-1>&nbsp;References</font></font></b>     <!-- ref --><p><a NAME="Arreguín-Sánchez89"></a><font face="Arial,Helvetica"><font size=-1>Arregu&iacute;n-S&aacute;nchez, F. 1989. Population of tropical fisheries: the Mexican experience, p. 241-256. <i>In</i> E.A. Ch&aacute;vez (ed.). Proc. Workshop Australia-Mexico on Marine Science. Centro de Investigaci&oacute;n y Estudios Avanzados IPN, Unidad M&eacute;rida. 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