<?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>S0034-77442009000100008</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Growth and mortality rates of bigeye tuna Thunnus obesus (Perciformes: Scombridae) in the central Atlantic Ocean]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Zhu]]></surname>
<given-names><![CDATA[Guoping]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[Liuxiong]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[Yingqi]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[Xinjun]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Shanghai Ocean University College of Marine Sciences The Key Laboratory of Shanghai Education Commission for Oceanic Fisheries Resources Exploitation]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>China</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Ministry of Education The Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>China</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Ministry of Education The Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2009</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2009</year>
</pub-date>
<volume>57</volume>
<numero>1-2</numero>
<fpage>79</fpage>
<lpage>88</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S0034-77442009000100008&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S0034-77442009000100008&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S0034-77442009000100008&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Age and growth parameters were estimated for bigeye tuna Thunnus obesus Lowe, 1839 sampled from China longline fisheries in the central Atlantic Ocean from October 2002 to July 2003 and from August 2004 to March 2005. The von Bertalanffy growth parameters were estimated at L8=217.9 cm fork length, k=0.23 year-1, and t0=-0.44 year. The total mortality rate (Z) was estimated to be from 0.82 to 1.02, the fishing mortality (F) and the natural mortality were 0.54 year-1 and 0.39 year-1, respectively. The exploitation ratio (E) was 0.35. This study provides the detailed estimates of growth and mortality rate for bigeye tuna in the central Atlantic Ocean, which can be used as biological input parameters in further stock evaluations in this region. However, age analysis, additional validation of the size composition and stock structure are needed for future studies. Rev. Biol. Trop. 57 (1-2): 79-88. Epub 2009 June 30.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[bigeye tuna]]></kwd>
<kwd lng="en"><![CDATA[Thunnus obesus]]></kwd>
<kwd lng="en"><![CDATA[growth]]></kwd>
<kwd lng="en"><![CDATA[mortality]]></kwd>
<kwd lng="en"><![CDATA[the central Atlantic Ocean]]></kwd>
<kwd lng="en"><![CDATA[size frequency analysis]]></kwd>
<kwd lng="en"><![CDATA[length-weight relationship]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  <font face="Courier New" size="4" style="font-family: verdana;"> </font>     <p style="text-align: center; font-weight: bold;"><font  face="Courier New" size="4" style="font-family: verdana;">Growth and mortality rates of bigeye tuna <span style="font-style: italic;">Thunnus obesus</span> (Perciformes: Scombridae) in the central Atlantic Ocean</font></p> <font face="Courier New" size="2" style="font-family: verdana;">     <p><span style="font-weight: bold;">Guoping Zhu<sup><a name="a1"></a><a  href="#a2">1</a>,<a href="#a2">2</a></sup>, Liuxiong Xu<sup><a  href="#a2">1</a>,<a href="#a2">2</a>,<a href="#a2">3</a></sup>, Yingqi Zhou<sup><a href="#a2">1</a>,<a href="#a2">2</a></sup> &amp; Xinjun Chen<sup><a href="#a2">1</a>,<a href="#a2">2</a></sup></span> </p>     <p><a name="a2"></a><a href="#a1">1</a>. The Key Laboratory of Shanghai Education Commission for Oceanic Fisheries Resources Exploitation, College of Marine Sciences, Shanghai Ocean University, Shanghai 201306, China; <a href="mailto:gpzhu@shou.edu.cn">gpzhu@shou.edu.cn</a> </p>     <p><a href="#a1">2</a>. The Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources (Shanghai Ocean University), Ministry of Education, Shanghai 201306, China. </p>     <p><a href="#a1">3</a>. Corresponding author. E-mail: <a  href="mailto:lxxu@shou.edu.cn">lxxu@shou.edu.cn</a> </p>     <p> </p> </font> <hr style="width: 100%; height: 2px;"><font face="Courier New" size="2"  style="font-family: verdana;">     <p><span style="font-weight: bold;">Abstract:</span> Age and growth parameters were estimated for bigeye tuna Thunnus obesus Lowe, 1839 sampled     <br> from China longline fisheries in the central Atlantic Ocean from October 2002 to July 2003 and from August 2004 to March 2005. The von Bertalanffy growth parameters were estimated at L8=217.9 cm fork length, k=0.23 year<sup>-1</sup>, and t<sub>0</sub>=-0.44 year. The total mortality rate (Z) was estimated to be from 0.82 to 1.02, the fishing mortality (F) and the natural mortality were 0.54 year<sup>-1</sup> and 0.39 year<sup>-1</sup>, respectively. The exploitation ratio (E) was 0.35. This study provides the detailed estimates of growth and mortality rate for bigeye tuna in the central Atlantic Ocean, which can be used as biological input parameters in further stock evaluations in this region. However, age analysis, additional validation of the size composition and stock structure are needed for future studies. Rev. Biol. Trop. 57 (1-2): 79-88. Epub 2009 June 30. </p>     <p><span style="font-weight: bold;">Key words:</span> bigeye tuna, <span  style="font-style: italic;">Thunnus obesus</span>, growth, mortality, the central Atlantic Ocean, size frequency analysis, length-weight relationship.</p> </font> <hr style="width: 100%; height: 2px;">     ]]></body>
<body><![CDATA[<p><font face="Courier New" size="2" style="font-family: verdana;"> </font></p>     <p><span style="font-style: italic;"><font face="Courier New" size="2"  style="font-family: verdana;">Bigeye tuna</font></span><font  face="Courier New" size="2" style="font-family: verdana;"> (Thunnus obesus Lowe, 1839) are a commercially important species of tunas inhabiting the tropical and subtropical waters of the Atlantic, indian, and Pacific oceans (Sun 2001, Farley <span style="font-style: italic;">et al</span>. 2006). it constitutes an extremely valuable fishery resource intensively exploited by Asian longliners, including China tuna longliners, and targeted as bycatch by US and European purse seiners at various stages of its life cycle (Stéquert and Conand 2000). Little is known about key biological parameters such as its age and growth within the central Atlantic region. </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">Biological parameters such as age, growth and age (or size) at maturity are vital for accurate stock assessments and management plans to ensure the sustainable development of the fisheries. Age and growth information of bigeye tuna can be obtained from a variety of sources such as (a) length–frequency data (Champagnat and Pianet 1974, Marcille <span style="font-style: italic;">et al</span>. 1978, Weber 1980, Pereira 1985, Fagundes <span style="font-style: italic;">et al</span>. 2001), (b) tagging (Cayré and Diouf 1984, Miyabe 1984, Hallier <span  style="font-style: italic;">et al</span>. 2005) and (c) direct aging of calcified tissues such as otoliths (Hallier <span  style="font-style: italic;">et al</span>. 2005), scales (Gaikov <span  style="font-style: italic;">et al</span>. 1980, Draganik and Pelczarski 1984, Delgado de Molina and Santana 1986) and vertebrae (Alves <span style="font-style: italic;">et al</span>. 1998) (Pauly 1983). Despite this, very few validated age studies have been conducted for large tropical pelagic species like bigeye tuna in the central Atlantic Ocean and the last study of bigeye tuna age and growth was last conducted in the central Atlantic Ocean in later 1980s. </font></p>     <p> </p>     <p><font face="Courier New" size="2" style="font-family: verdana;">Although the latter two of the above methods are more precise, they are expensive, labor intensive and time consuming. in contrast, length-frequency analysis is inexpensive, easy to apply, and could produce acceptable results (Mytilineou and Sardá 1995). In the present study, data on the age and growth of bigeye tuna in the central Atlantic Ocean are presented. The objective of the present study is therefore to provide the first detailed information on the age and growth of bigeye tuna collected in this area, by using fork length data and the ELEFAN I technique. This will be useful in managing the rapidly developing fishery of bigeye tuna in the Atlantic Ocean. </font></p>     <p><font face="Courier New" size="3" style="font-family: verdana;"><span  style="font-weight: bold;">Materials and methods</span>    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Study area and animal collection: </span>Samples were collected from the central Atlantic Ocean (1º18’00"-12º24’00" N, 18º30’00"41º12’ 00" W) (<a href="#f1">Fig. 1</a>) using Chinese longline vessels from October 2002 to July 2003 and from August 2004 to March 2005. Fork length (FL) was measured to the nearest 0.1 cm (and pooled in 5 cm length classes) and round weight (RW) and dressed weight (DW) to the nearest 0.1 kg. The specimens were sexed by inspecting gonad morphology. To examine the temperature experienced by bigeye in the central Atlantic Ocean, using CTD (Conductivity Temperature and Depth sensors, Sea-Bird 37, Sea-Bird Electronics, inc.), daily sea surface temperature (SST) data were obtained from the same Chinese longline vessels in the central Atlantic Ocean at the same periods as above.    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    ]]></body>
<body><![CDATA[<br> <a name="f1"></a></font></p>     <div style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><img  src="/img/revistas/rbt/v57n1-2/art08i1.jpg" title="" alt=""  style="width: 580px; height: 305px;"></font>    <br> <font face="Courier New" size="2" style="font-family: verdana;"> </font></div>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Length-weight relationship:</span> The length–weight relationship was calculated by applying exponential regression&nbsp;<img src="/img/revistas/rbt/v57n1-2/formula2.jpg"  title="" alt="" style="width: 136px; height: 21px;">, where W is the round weight (RW) (kg), L the fork length (FL) (cm), <span style="font-style: italic;">a</span> the intercept (initial growth coefficient or condition factor) and <span style="font-style: italic;">b</span> the slope (growth coefficient, i.e., relative growth rate of fish). </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">This equation can also be expressed in its logarithmic form: log <span style="font-style: italic;">W</span>=log <span  style="font-style: italic;">a</span> + <span  style="font-style: italic;">b</span> log <span  style="font-style: italic;">L</span>. The parameters <span style="font-style: italic;">a</span> and <span  style="font-style: italic;">b</span> of <span  style="font-style: italic;">W</span>–<span style="font-style: italic;">L</span> relationships were estimated by linear regression analysis (leastsquares method) on log-transformed data, and the association degree between variables (<span style="font-style: italic;">W</span> and <span style="font-style: italic;">L</span>) was calculated by the determination coefficient (r<sup>2</sup>). Regression analysis was employed on log-transformed data for males and females separately and the slopes were tested for significant difference between sexes by means of analysis of covariance (ANCOVA). The hypothesis of isometric growth (Ricker 1975) was tested using the t-test (p &lt; 0.05). </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">The confidence interval of mean FL was assessed by bootstrapping; 1000 bootstrap pseudo-samples were used.&nbsp;</font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Growth:</span> The growth process can be described by growth velocity and growth acceleration. Length frequency data were also used o calculate the von Bertalanffy growth rate (k) and the asymptotic length (<img src="/img/revistas/rbt/v57n1-2/l.jpg"  title="" alt="" style="width: 20px; height: 20px;">) by model progression analysis using the program ELEFAN I (Pauly 1987) within the FiSAT program (Gayanilo <span style="font-style: italic;">et al</span>. 1994). </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;">Lt =&nbsp;<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> (1-e<sup>-(k(t-t<sub>0</sub>)</sup>) </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">where Lt = Length at time t;&nbsp;<img src="/img/revistas/rbt/v57n1-2/l.jpg"  title="" alt="" style="width: 20px; height: 20px;"> = asymptotic fork length; k=growth constant; t<sub>0</sub> = age at length 0, which can be calculated by Pauly’s empirical equation: </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;">log<sub>10</sub>(-t<sub>0</sub>) = -0.3922 - 0.2752log<sub>10</sub>&nbsp;<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> - 1.038log<sub>10</sub>k </font></p>     ]]></body>
<body><![CDATA[<p><font face="Courier New" size="2" style="font-family: verdana;">The growth performance index phi-prime&nbsp;<img  src="/img/revistas/rbt/v57n1-2/signo.jpg" title="" alt=""  style="width: 14px; height: 13px;"> was calculated based on the growth parameter estimates to compare growth parameters obtained in the present work with those reported by other authors because it facilitates the intra and interspecific comparison of the growth performance (Pauly and Munro 1984). This index was calculated by the equation of Pauly and Munro (1984): </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><img  src="/img/revistas/rbt/v57n1-2/formula3.jpg" title="" alt=""  style="width: 165px; height: 29px;"> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">with k = growth constant and&nbsp;<img src="/img/revistas/rbt/v57n1-2/w.jpg"  title="" alt="" style="width: 26px; height: 25px;"> = asymptotic round weight. </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Mortality:</span> For the calculation of the instantaneous annual mortality rate (Z) the length-converted catch curve (Pauly 1983, Munro 1984) was applied to the pooled length frequency data using the estimated growth parameter. The calculation was done with the FiSAT program (Sparre and venema 1992). The natural mortality was calculated by Pauly’s empirical equation: </font></p>     <div style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;">log <span style="font-style: italic;">M</span> = -0.2107 - 0,0824log<img  src="/img/revistas/rbt/v57n1-2/w.jpg" title="" alt=""  style="width: 26px; height: 25px;"> + 0,6757log<span  style="font-style: italic;">k</span>+0,4267log <span style="font-style: italic;">T</span></font></div>     <p><font face="Courier New" size="2" style="font-family: verdana;"> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">where&nbsp;<img  src="/img/revistas/rbt/v57n1-2/w.jpg" title="" alt=""  style="width: 26px; height: 25px;"> (in kg)= asymptotic round weight; <span  style="font-style: italic;">T</span> (in ºC)= the mean annual temperature (in ºC), which is assumed to reflect the sea surface temperature (Pauly, personal communication, Pauly 1980) (in the present paper, T=26.78ºC); <span  style="font-style: italic;">M</span>= natural mortality. In order to obtain&nbsp;<img  src="/img/revistas/rbt/v57n1-2/w.jpg" title="" alt=""  style="width: 26px; height: 25px;"> value, the present paper simulated the relationship between dressed weight and round weight using a linear regression analysis. The ANOVA analysis was used to verify if the linear model is appropriate for describing the relationship. </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">For the calculation of the fishery mortality (F), the above <span style="font-style: italic;">M</span> value was subtracted from the <span style="font-style: italic;">Z</span> value in order to get the fishing mortality (<span style="font-style: italic;">F</span>=<span  style="font-style: italic;">Z</span>-<span style="font-style: italic;">M</span>) (Sainsbury 1982, Appeldoom 1984, 1988). </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">With the known values of <span style="font-style: italic;">F</span> and <span  style="font-style: italic;">Z</span> the exploitation rate (<span style="font-style: italic;">E</span>) was calculated according to (Sparre and venema 1992):     <br> </font></p>     ]]></body>
<body><![CDATA[<p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;">&nbsp;&nbsp;&nbsp;&nbsp; E=&nbsp; <span  style="text-decoration: underline;">F</span> (1-e<sup>-z</sup>)    <br> Z</font>&nbsp;</p>     <p><font face="Courier New" size="3" style="font-family: verdana;"><span  style="font-weight: bold;">Results</span> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Dressed weight–Round weight relationship: </span>Relationship between dressed weight and round weight was estimated using linear model and led to a determination coefficients (r<sup>2</sup> = 0.9957; n = 1776; p&lt;0.001). F value from ANOVA test indicated that the linear model is appropriate for describing the relationship (F = 413911.6; df = 1775; p&lt;0.001) (<a href="#f2">Fig. 2</a>).    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    <br> </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><a name="f2"></a><img  src="/img/revistas/rbt/v57n1-2/art8i2.jpg" title="" alt=""  style="width: 583px; height: 270px;">    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Length–weight relationship:</span> Among 1907 specimens collected, 1772 were used for growth analysis. The length of bigeye tuna ranged between 50 and 206 cm FL and mean FL was 131.3 cm (130.4 – 132.2 cm for the bootstrapped 95% confidence interval) (<a href="#f3">Fig. 3</a>). The maximum size of males (85-206 cm FL) slightly exceeded that of females (90 - 189 cm FL), while the length of unsexed fish ranged from 50 to 103 cm FL. The mean FL of females and males were 129.9 cm (128.5 -131.3 cm) and 132.3 cm (131.0 - 133.5 cm) respectively.    ]]></body>
<body><![CDATA[<br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    <br> </font></p>     <div style="text-align: center;"><span style="font-family: verdana;"><a  name="f3"></a><img src="/img/revistas/rbt/v57n1-2/art08i3.jpg" title=""  alt="" style="width: 584px; height: 253px;"></span>    <br> <font face="Courier New" size="2" style="font-family: verdana;"> </font></div>     <p><font face="Courier New" size="2" style="font-family: verdana;">The length-weight relationship was <span style="font-style: italic;">RW</span>=0.00003926FL<sup>2.8495</sup> (r<sup>2</sup>=0.9503, n=1031, S.E.<sub>b</sub>=0.0203) for males and <span  style="font-style: italic;">RW</span>=0.00002601FL<sup>2.9362</sup> (r<sup>2</sup>=0.9567, n=741, S.E.<sub>b</sub>=0.0230) for females (<a href="#f4">Fig. 4</a>). The slope was significantly different between sexes (t-test: t=2.826, p&lt;0.001), and significantly lower than the theoretical value of 3 for males (t-test: t=7.414, p&lt;0.001) and females (t-test: t=2.774, p&lt;0.001), indicating negative allometric growth for both sexes. The ANCOVA indicated no significant difference between males and females (p=0.8227&gt;0.05); thus the length-weight relationship with sexes combined was expressed as <span style="font-style: italic;">RW</span>=0.00003376FL<sup>2.8813</sup> (r<sup>2</sup>=0.9526, n=1772, S.E.<sub>b</sub>=0.0153). The slope was also significantly lower than the theoretical value of 3 for sex combined (t-test: t=7.758, p&lt;0.001).    <br> </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><a name="f4"></a><img  src="/img/revistas/rbt/v57n1-2/art08i4.jpg" title="" alt=""  style="width: 589px; height: 603px;">    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Age and growth:</span> The growth parameters estimated by ELEFAN I routine and the performance index (f) were as follow:&nbsp;<img src="/img/revistas/rbt/v57n1-2/l.jpg"  title="" alt="" style="width: 20px; height: 20px;"> =217.9 cm, k= 0.23 year<sup>-1</sup>, t<sub>0</sub>=-0.44, f=0.92. The value of&nbsp;<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> is higher than the maximum observed length (206 cm) (<a href="#f5">Fig. 5</a>).    ]]></body>
<body><![CDATA[<br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    <br> </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><a name="f5"></a><img  src="/img/revistas/rbt/v57n1-2/art08i5.jpg" title="" alt=""  style="width: 552px; height: 264px;">    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"><span  style="font-weight: bold;">Mortality:</span> The length-converted catch curve is shown in <a href="#f6">Figure 6</a>. The estimated instantaneous rates of mortality for all fish were <span style="font-style: italic;">Z</span>= 0.92±0.10 year<sup>-1</sup>, F =0.54 year<sup>-1</sup>. The instantaneous natural mortality rate (<span style="font-style: italic;">M</span>) obtained using the equation of Pauly (1980) was 0.39 year<sup>-1</sup>. The reliability of the estimated <span  style="font-style: italic;">M</span> was ascertained using the M/K ratio because this ratio has been reported to be within the 1.12 – 2.50 range for most of the fish (Beverton and Holt 1957). The value of M/K ratio was 1.70. The exploitation ratio was E =0.35.    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    ]]></body>
<body><![CDATA[<br> <a name="f6"></a></font></p>     <div style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><img  src="/img/revistas/rbt/v57n1-2/art08i6.jpg" title="" alt=""  style="width: 580px; height: 666px;"></font>    <br> <font face="Courier New" size="2" style="font-family: verdana;"></font></div>     <p><font face="Courier New" size="3" style="font-family: verdana;"><span  style="font-weight: bold;">Discussions</span> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">Bigeye tuna growth has been studied by various methods in the Atlantic Ocean (<a  href="/img/revistas/rbt/v57n1-2/art08t1.gif">Table 1</a>). Some of these results are illustrated and compared in <a href="#f7">Figure 7</a>. The study of growth using length-frequency analysis has long been the most frequently used method, even in other oceans, such as the Pacific Ocean (Kume and Joseph 1966, Shomura and Keala 1963, Suda and Kume 1967) and indian Ocean (Marcille and Stéquert 1976).    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">    <br> </font></p>     <p style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;"><a name="f7"></a><img  src="/img/revistas/rbt/v57n1-2/art08i7.jpg" title="" alt=""  style="width: 580px; height: 364px;">    <br> </font></p>     ]]></body>
<body><![CDATA[<p><font face="Courier New" size="2" style="font-family: verdana;">    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;"> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">The size range of the bigeye tuna used in this study was the widest compared with other bigeye tuna growth studies published, and the growth curves estimated from the study agree well with the growth curves estimated earlier by other authors for bigeye tuna using length-frequency analyses and even tagging such as Hallier <span style="font-style: italic;">et al</span>. (2005).To the similar study area, estimations on&nbsp;<img src="/img/revistas/rbt/v57n1-2/l.jpg"  title="" alt="" style="width: 20px; height: 20px;">, k and&nbsp;<img  src="/img/revistas/rbt/v57n1-2/signo.jpg" title="" alt=""  style="width: 14px; height: 13px;"> in the present study is close to the results concluded by Draganik and Pelczarski (1984) (<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> =218.8 cm, k =0.23 year<sup>-1</sup> and&nbsp;<img  src="/img/revistas/rbt/v57n1-2/signo.jpg" title="" alt=""  style="width: 14px; height: 13px;"> = 0.92), although the latter estimated the growth of bigeye tuna with rays of dorsal fin. Hallier <span style="font-style: italic;">et al</span>. (2005) estimated the growth of bigeye tuna in the Eastern Atlantic Ocean (<img src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> =217.3 cm and k =0.18 year<sup>-1</sup>), it’s also near to the result of the present study. Considering results from the published literature, vBGF parameters estimated by different methods and even by the same method, also showed discrepancies for both&nbsp;<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> and k values. For example, large difference existed in the results conducted by Weber (1980) (<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;">=491.6 cm), Pereira (1985) (<img src="/img/revistas/rbt/v57n1-2/l.jpg" title=""  alt="" style="width: 20px; height: 20px;"> =381.5 cm), and Champagnat and Pianet (1974) (<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> =338.5 cm), lacking of large individuals may be contributed partly to unrealistic high&nbsp;<img  src="/img/revistas/rbt/v57n1-2/l.jpg" title="" alt=""  style="width: 20px; height: 20px;"> values of Pereira (1985) and Champagnat and Pianet (1974). It is important to understand the consequences of assigning unreliable growth parameters to a fully exploited stock, as predictions of fish populations from models rely heavily on input data, including age and growth (Lessa and Duarte-Neto 2004). According to Potts and Manooch (2002), if samples used in aging studies are not representative of the </font><font  face="Courier New" size="2" style="font-family: verdana;">entire population, model predictions can lead </font><font face="Courier New" size="2"  style="font-family: verdana;">to faulty management decisions.</font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">Differences in growth patterns can be the </font><font face="Courier New" size="2"  style="font-family: verdana;">result of differences in genetic structure and / </font><font  face="Courier New" size="2" style="font-family: verdana;">or differences in temperature, density of food </font><font  face="Courier New" size="2" style="font-family: verdana;">and diseases (Pauly 1994, Wootton 1998). The </font><font  face="Courier New" size="2" style="font-family: verdana;">comparison of growth performance index of </font><font face="Courier New" size="2"  style="font-family: verdana;">bigeye tuna from the Atlantic Ocean showed </font><font face="Courier New"  size="2" style="font-family: verdana;">that&nbsp;<img  src="/img/revistas/rbt/v57n1-2/signo.jpg" title="" alt=""  style="width: 14px; height: 13px;"> </font><font face="Courier New"  size="2" style="font-family: verdana;">values of bigeye tuna in the Eastern </font><font face="Courier New" size="2"  style="font-family: verdana;">Atlantic Ocean were lower than those in the </font><font face="Courier New"  size="2" style="font-family: verdana;">central Atlantic Ocean (<a href="/img/revistas/rbt/v57n1-2/art08t1.gif">Table 1</a>).    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">Mortality and exploitation ratio estimates </font><font face="Courier New"  size="2" style="font-family: verdana;">should </font><font  face="Courier New" size="2" style="font-family: verdana;">be taken with caution, as they were esti</font><font face="Courier New"  size="2" style="font-family: verdana;">mated </font><font  face="Courier New" size="2" style="font-family: verdana;">from two discontinuous sampling peri</font><font face="Courier New" size="2"  style="font-family: verdana;">ods and may be biased by annual differences </font><font face="Courier New"  size="2" style="font-family: verdana;">in year class strength. It is rather difficult, and </font><font  face="Courier New" size="2" style="font-family: verdana;">probably unwise, to describe the current posi</font><font face="Courier New"  size="2" style="font-family: verdana;">tion </font><font  face="Courier New" size="2" style="font-family: verdana;">of the stock because of the lack of informa</font><font face="Courier New"  size="2" style="font-family: verdana;">tion on the effect of fishing on the recruitment, </font><font  face="Courier New" size="2" style="font-family: verdana;">behaviour and migration pattern of bigeye tuna </font><font face="Courier New"  size="2" style="font-family: verdana;">in the central Atlantic Ocean.    <br> </font></p>     <p><font face="Courier New" size="2" style="font-family: verdana;">In conclusion, this study provides the first </font><font  face="Courier New" size="2" style="font-family: verdana;">detailed estimates of growth and mortality rate </font><font face="Courier New"  size="2" style="font-family: verdana;">for bigeye tuna in the central Atlantic Ocean, </font><font  face="Courier New" size="2" style="font-family: verdana;">which can be used as biological input param eters in further stock evaluations in this region. However, age analysis, additional validation of the size composition and stock structure are needed for future studies. </font></p>     <p><font face="Courier New" size="3" style="font-family: verdana;"><span  style="font-weight: bold;"> Acknowledgments</span> </font></p>     ]]></body>
<body><![CDATA[<p><font face="Courier New" size="2" style="font-family: verdana;">&nbsp;We are grateful to the Chinese scientific observers aboard China longline vessels who collected samples. We gratefully acknowledge the captains and crews of the longline vessels "JIN FENG 2 and 3" for permitting the sampling aboard their vessels. Finally, we acknowledge Chen Yong in School of Marine Sciences, University of Maine and two anonymous reviewers for their constructive comments on the manuscript. The present study were sponsored by the Tuna Scientific Observer Program of China grant No. 06472, Shanghai (China) Leading Academic Project grant No. S30702, Special Science and Technology Research Funds for Shanghai Universities and Colleges to Select and Foster Excellent Young Teachers grant No. B-8101-08-0022, innovation Program of Shanghai Municipal Education Commission grant No. 09YZ275 and initial Doctoral Funding of Shanghai Ocean University grant No. B-8202-07-0279.    <br> </font></p>     <div style="text-align: center;"><font face="Courier New" size="2"  style="font-family: verdana;">Received 07-V-2008. Corrected 16-VII-2008. Accepted 14-VIII-2008.</font></div>     <p><font face="Courier New" size="2" style="font-family: verdana;"> </font></p>     <p><font face="Courier New" size="3" style="font-family: verdana;"><span  style="font-weight: bold;">References</span> </font></p>     <!-- ref --><p><font face="Courier New" size="2" style="font-family: verdana;">Alves, A., P. de Barros &amp; M.R. Pinho. 1998. Age and growth of bigeye tuna Thunnus obesus captured in the Madeira archipielago. Col. Vol. Sci. Pap. ICCAT 48: 277-283. </font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1268248&pid=S0034-7744200900010000800001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font face="Courier New" size="2" style="font-family: verdana;">Appeldoom, R.S. 1984. 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ICCAT 57: 181-194. </font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1268260&pid=S0034-7744200900010000800013&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font face="Courier New" size="2" style="font-family: verdana;">Kume, S. &amp; J. Joseph. 1966. Size composition, growth and sexual maturity of bigeye tuna, <span style="font-style: italic;">Thunnus obesus </span>(Lowe), from the Japanese longline fishery in the eastern Pacific Ocean. Bull. Inter-Am. Trop. 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