<?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>1665-1456</journal-id>
<journal-title><![CDATA[Biotecnia]]></journal-title>
<abbrev-journal-title><![CDATA[Biotecnia]]></abbrev-journal-title>
<issn>1665-1456</issn>
<publisher>
<publisher-name><![CDATA[Universidad de Sonora, División de Ciencias Biológicas y de la Salud]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1665-14562023000300105</article-id>
<article-id pub-id-type="doi">10.18633/biotecnia.v25i3.1829</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Selección multimodelo en la estimación de los parámetros de crecimiento de la sardina crinuda azul Opisthonema bulleri en el sur del Golfo de California]]></article-title>
<article-title xml:lang="en"><![CDATA[Multi-model selection in growth parameters estimation of blue thread herring Opisthonema bulleri in the southern Gulf of California]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Payan-Alejo]]></surname>
<given-names><![CDATA[Jorge]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Jacob-Cervantes]]></surname>
<given-names><![CDATA[Mercedes Laura]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rodríguez-Domínguez]]></surname>
<given-names><![CDATA[Guillermo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Sinaloa Facultad de Ciencias del Mar ]]></institution>
<addr-line><![CDATA[Mazatlán Sinaloa]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto Nacional de Pesca Centro Regional de Investigación Pesquera ]]></institution>
<addr-line><![CDATA[Mazatlán Sinaloa]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<volume>25</volume>
<numero>3</numero>
<fpage>42</fpage>
<lpage>47</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1665-14562023000300105&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1665-14562023000300105&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1665-14562023000300105&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La sardina crinuda azul (Opisthonema bulleri) es parte de los desembarques comerciales de peces pelágicos menores del sur del Golfo de California; la pesquería está certificada como sostenible por Marine Stewardship Council. Los parámetros de crecimiento de esta especie son de gran interés en la evaluación y manejo de la pesquería del complejo Opisthonema. En este estudio, se generó un conjunto de datos de edad a la talla de 367 lecturas de otolitos de los años 2005 y 2015 para completar los meses del año calendario con información continua e inferir la periodicidad de formación de la marca de crecimiento. Se utilizó un enfoque de selección multimodelo en cinco submodelos especiales del modelo de Schnute generalizado, incluido uno equivalente al modelo de von Bertalanffy. El tipo de borde mensual de los otolitos sugiere una marca de crecimiento anual. Se identificaron seis grupos de edad (0-5 años), con una APE y CV de 4,5 y 2,9 % respectivamente. El análisis de edad a la talla del conjunto de datos con la selección multimodelo es una garantía de que el caso uno de Schnute es el mejor para describir y estimar los parámetros de crecimiento de O. bulleri del sur del Golfo de California.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The blue thread herring (Opisthonema bulleri) is part of the landing commercials of small pelagic fishes from the southern Gulf of California; the fishery is certified as sustainable by the Marine Stewardship Council. The growth parameters of this specie are of great interest in the assessment and management of Opisthonema complex fishery. In this study, a data set age-at-size was generated from 367 otolith reads from the years 2005 and 2015 to complete the monthly continuity of one year and infer the formation periodicity of the growth mark. A multi-model approach on five special submodels of the generalized Schnute model, including one equivalent to the von Bertalanffy model, was used. The monthly edge type of otoliths suggests an annual growth mark. Six age groups were identified (0 - 5 years), with an APE and CV of 4.5 and 2.9 %, respectively. The age-at-length analysis of the data set with multi-model selection is a guarantee that Schnute&#8217;s case is the best to describe and estimate the growth parameters of O. bulleri from the southern Gulf of California.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[O. bulleri]]></kwd>
<kwd lng="es"><![CDATA[edad]]></kwd>
<kwd lng="es"><![CDATA[crecimiento]]></kwd>
<kwd lng="es"><![CDATA[selección multimodelo]]></kwd>
<kwd lng="en"><![CDATA[O. bulleri]]></kwd>
<kwd lng="en"><![CDATA[age]]></kwd>
<kwd lng="en"><![CDATA[growth]]></kwd>
<kwd lng="en"><![CDATA[multi-model selection]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Akaike]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Likelihood of a model and information criteria]]></article-title>
<source><![CDATA[Journal of Economics]]></source>
<year>1981</year>
<volume>16</volume>
<page-range>3-14</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Berry]]></surname>
<given-names><![CDATA[D.H.]]></given-names>
</name>
<name>
<surname><![CDATA[Barret]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gillraker analysis and speciation in the thread herring genus Opisthonema]]></article-title>
<source><![CDATA[Bulletin of Inter-American Tropical Tuna Commission]]></source>
<year>1963</year>
<volume>7</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>137-90</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beamish]]></surname>
<given-names><![CDATA[R.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Fournier]]></surname>
<given-names><![CDATA[D.A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A method for comparing the precision of a set of age determinations]]></article-title>
<source><![CDATA[Canadian Journal of Fisheries and Aquatic Sciences]]></source>
<year>1981</year>
<volume>38</volume>
<page-range>982-3</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beckman]]></surname>
<given-names><![CDATA[D.W.]]></given-names>
</name>
<name>
<surname><![CDATA[Howlett]]></surname>
<given-names><![CDATA[D.T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Otolith annulus formation and growth of two redhorse suckers (Moxostoma: Catastomidae)]]></article-title>
<source><![CDATA[Copeia]]></source>
<year>2013</year>
<volume>2013</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>390-5</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Burnham]]></surname>
<given-names><![CDATA[K.P.]]></given-names>
</name>
<name>
<surname><![CDATA[Anderson]]></surname>
<given-names><![CDATA[D.R]]></given-names>
</name>
</person-group>
<source><![CDATA[Model selection and multi-model inference: a practical information-theoretic approach.]]></source>
<year>2002</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Campana]]></surname>
<given-names><![CDATA[S.E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Accuracy, precision and quality control in age determination, including a review of the use and abuse of age validation methods]]></article-title>
<source><![CDATA[Journal of Fish Biology]]></source>
<year>2001</year>
<volume>59</volume>
<page-range>197-242</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carmona]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Alexandres]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Determinación del crecimiento de Opisthonema libertate (Clupeiformes: Clupeidae) mediante lecturas de otolitos]]></article-title>
<source><![CDATA[Revista de Biología Tropical]]></source>
<year>1994</year>
<volume>42</volume>
<numero>1-2</numero>
<issue>1-2</issue>
<page-range>233-8</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chang]]></surname>
<given-names><![CDATA[WB]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A statistical method for evaluating the reproducibility of age determinations]]></article-title>
<source><![CDATA[Can. J. Fish Aquat. Sci]]></source>
<year>1982</year>
<volume>39</volume>
<page-range>1208-10</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hilborn]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Mangel]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[The ecological detective. Confronting models with data]]></source>
<year>1997</year>
<publisher-loc><![CDATA[New Jersey ]]></publisher-loc>
<publisher-name><![CDATA[Princeton]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hobbs]]></surname>
<given-names><![CDATA[N.T.]]></given-names>
</name>
<name>
<surname><![CDATA[Hilborn]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Alternatives to statistical hypothesis testing in ecology: a guide to self-teaching]]></article-title>
<source><![CDATA[Ecological Applications]]></source>
<year>2006</year>
<volume>16</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>5-19</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Johnson]]></surname>
<given-names><![CDATA[J.B.]]></given-names>
</name>
<name>
<surname><![CDATA[Omland]]></surname>
<given-names><![CDATA[K.S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Model selection in ecology and evolution]]></article-title>
<source><![CDATA[Trends Ecology and Evolution]]></source>
<year>2004</year>
<volume>19</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>101-8</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Katsanevakis]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelling fish growth: model selection, multi-model inference, and model selection uncertainty]]></article-title>
<source><![CDATA[Fisheries Research]]></source>
<year>2006</year>
<volume>81</volume>
<page-range>229-35</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Katsanevakis]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Maravelias]]></surname>
<given-names><![CDATA[C.D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelling fish growth: multi-model inference as a better alternative to a priori using the Von Bertalanffy equation]]></article-title>
<source><![CDATA[Fish and Fisheries]]></source>
<year>2008</year>
<volume>9</volume>
<page-range>178-87</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Neter]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Kutner]]></surname>
<given-names><![CDATA[M.H.]]></given-names>
</name>
<name>
<surname><![CDATA[Nachtsheim]]></surname>
<given-names><![CDATA[C.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Wasserman]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Applied linear statistical model]]></source>
<year>1996</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[McGraw-Hill]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Payán-Alejo]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jacob-Cervantes]]></surname>
<given-names><![CDATA[M.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Domínguez]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Age and growth of thread herring Opisthonema libertate, in the southern Gulf of California]]></article-title>
<source><![CDATA[Latin American Journal of Aquatic Research]]></source>
<year>2020</year>
<volume>48</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>15-22</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Payán-Alejo]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jacob-Cervantes]]></surname>
<given-names><![CDATA[M.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Domínguez]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Age and growth of middling thread herring Opisthonema medirastre (Berry y Barrett, 1963) in the southern Gulf of California]]></article-title>
<source><![CDATA[Revista Bio Ciencias]]></source>
<year>2020</year>
<volume>7</volume>
<page-range>1-13</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ruiz-Domínguez]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Quiñonez-Velázquez]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Edad, crecimiento y mortalidad de Opisthonema libertate en las costas del noroeste de México]]></article-title>
<source><![CDATA[Ciencias Marinas]]></source>
<year>2018</year>
<volume>44</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>235-50</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schnute]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A versatile growth model with statistically stable parameters]]></article-title>
<source><![CDATA[California Cooperative Oceanic Fisheries]]></source>
<year>1981</year>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vega-Corrales]]></surname>
<given-names><![CDATA[L.A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluación poblacional del stock explotable del complejo Opisthonema (Pisces: Clupeidae) en el golfo de Nicoya, Costa Rica]]></article-title>
<source><![CDATA[Revista Ciencias Marinas y Costeras]]></source>
<year>2010</year>
<volume>2</volume>
<page-range>83-94</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Von Bertalanffy]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A quantitative theory of organic growth]]></article-title>
<source><![CDATA[Human Biology]]></source>
<year>1938</year>
<volume>10</volume>
<page-range>181-213</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
