<?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>0123-4226</journal-id>
<journal-title><![CDATA[Revista U.D.C.A Actualidad & Divulgación Científica]]></journal-title>
<abbrev-journal-title><![CDATA[rev.udcaactual.divulg.cient.]]></abbrev-journal-title>
<issn>0123-4226</issn>
<publisher>
<publisher-name><![CDATA[Universidad de Ciencias Aplicadas y Ambientales]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0123-42262022000100005</article-id>
<article-id pub-id-type="doi">10.31910/rudca.v25.n1.2022.1901</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Genetic parameters of agronomic traits and yield components of soybean genotypes in the Colombian Altillanura]]></article-title>
<article-title xml:lang="es"><![CDATA[Parámetros genéticos de rasgos agronómicos y componentes de rendimiento de genotipos de soja en la Altillanura colombiana]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Valencia-Ramírez]]></surname>
<given-names><![CDATA[Ruben Alfredo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Caicedo]]></surname>
<given-names><![CDATA[Samuel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Flórez-Gómez]]></surname>
<given-names><![CDATA[Deisy Lorena]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Tibocha]]></surname>
<given-names><![CDATA[Yuli]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia  ]]></institution>
<addr-line><![CDATA[Villavicencio Meta]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia  ]]></institution>
<addr-line><![CDATA[Villavicencio Meta]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia  ]]></institution>
<addr-line><![CDATA[Villavicencio Meta]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia  ]]></institution>
<addr-line><![CDATA[Mosquera Cundinamarca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Corporación Colombiana de Investigación Agropecuaria-Agrosavia  ]]></institution>
<addr-line><![CDATA[Villavicencio Meta]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<volume>25</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0123-42262022000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0123-42262022000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0123-42262022000100005&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Soybean cultivation expansion in Colombia has generated the need to seek varieties with high genetic merit. A soybean genetic breeding program seeks to generate varieties with competitive and sustainable yields, and high-quality grain adapted to the conditions of the low tropics. The aim was to determine the genetic parameters and expected gains in quantitative traits of interest in a soybean breeding process using biometric tools. Sixty lines and four commercial varieties were evaluated in an 8x8 alpha lattice design (genotypes x blocks) planted in oxisols from the Altillanura region of Colombia. The estimation of the parameters was performed by applying mixed models with a random-effects adjustment through the REML method. Wide genetic variability was observed for all the evaluated traits, except for plant height. High heritability values were registered for the characters at flowering and maturity. Heritability was high for yield components such as the number of pods and the weight of 100 grains. Overall, the environmental effect was low, with values close to or higher than 1, except for embryonic abortions, number of empty pods, and grain yield. The genetic gain as a mean percentage was high for plant height, moderate for grain yield, and low for the rest of the characters. Moderate heritability and grain yield gain indicate an additive action of the genes ideal for recurrent selection. The most discriminating characters in the evaluated conditions were the grain yield, weight of 100 grains, and number of pods.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN La expansión del cultivo de soya en Colombia genera la necesidad de buscar variedades con alto mérito genético y su mejoramiento, la generación de variedades con rendimientos competitivos y con alta calidad de grano, adaptadas a las condiciones del trópico bajo. El objetivo fue determinar, mediante herramientas biométricas, los parámetros genéticos y las ganancias esperadas, en caracteres cuantitativos de interés, para el proceso de mejora de soya. Se evaluaron 60 líneas y 4 variedades comerciales, en un diseño alfa látice 8x8, en oxisoles de la Altillanura. La estimación de los parámetros, se realizó mediante la aplicación de modelos mixtos, con ajuste de efectos aleatorios, por el método REML. Se observó amplia variabilidad genética para todos los rasgos evaluados, exceptuando la altura de planta. Se registraron valores altos de heredabilidad, para los caracteres de floración y madurez. En los componentes de rendimiento, la heredabilidad fue alta para número de vainas y peso de 100 granos. El efecto ambiental fue bajo, con valores cercanos o superiores a 1, con excepción de abortos embrionarios, número de vainas vanas y rendimiento de grano. La ganancia genética, como porcentaje de la media fue alta, para altura de planta; moderada, para rendimiento de grano y baja, para el resto de los caracteres. La heredabilidad y la ganancia moderadas de rendimiento de grano indican una acción aditiva de los genes, ideal para la selección recurrente. Los caracteres más discriminantes en las condiciones evaluadas fueron rendimiento de grano, peso de 100 granos y número de vainas.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Genetic gain]]></kwd>
<kwd lng="en"><![CDATA[Genetic variability]]></kwd>
<kwd lng="en"><![CDATA[Heritability]]></kwd>
<kwd lng="en"><![CDATA[Low tropics]]></kwd>
<kwd lng="en"><![CDATA[Plant breeding]]></kwd>
<kwd lng="es"><![CDATA[Ganancia genética]]></kwd>
<kwd lng="es"><![CDATA[Heredabilidad]]></kwd>
<kwd lng="es"><![CDATA[Mejoramiento genético]]></kwd>
<kwd lng="es"><![CDATA[Trópico bajo]]></kwd>
<kwd lng="es"><![CDATA[Variabilidad genética]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>1.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ADITYA]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[BHARTIYA]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[BHARTIYA]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic variability, heritability and character association for yield and component characters in soybean (G. max (L.) Merrill)]]></article-title>
<source><![CDATA[J. Central European Agriculture]]></source>
<year>2011</year>
<volume>12</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>27-34</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[AHSAN]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[MAJIDANO]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[BHUTTO]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[SOOMRO]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[PANHWAR]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[CHANNA]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[SIAL]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic variability, coefficient of variance, heritability and genetic advance of some Gossypium hirsutum L. accessions]]></article-title>
<source><![CDATA[J. Agricultural Science]]></source>
<year>2015</year>
<volume>7</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>147-51</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>3.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ALI]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[KHAN]]></surname>
<given-names><![CDATA[S.A.]]></given-names>
</name>
<name>
<surname><![CDATA[ULLAH]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[ALI]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[HUSSAIN]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimation of genetic parameters in soybean for yield and morphological characters]]></article-title>
<source><![CDATA[Pak J Agri Agril Eng Vet Sc]]></source>
<year>2016</year>
<volume>32</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>162-8</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>4.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ALLARD]]></surname>
<given-names><![CDATA[R.W.]]></given-names>
</name>
</person-group>
<source><![CDATA[Principles of plant breeding]]></source>
<year>1960</year>
<page-range>485</page-range><publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[John Willey and Sons Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<label>5.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BADIALI]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[LOVEY]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[ROLANDO]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Heredabilidad y coeficientes de variación fenotípica y genética de caracteres agronómicos en triticale (Triticosecale Wittmack)]]></article-title>
<source><![CDATA[Agriscientia]]></source>
<year>1995</year>
<volume>12</volume>
<page-range>19-23</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BALDISSERA]]></surname>
<given-names><![CDATA[J.N.DA.C.]]></given-names>
</name>
<name>
<surname><![CDATA[VALENTINI]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[COAN]]></surname>
<given-names><![CDATA[M.M.D.]]></given-names>
</name>
<name>
<surname><![CDATA[GUIDOLIN]]></surname>
<given-names><![CDATA[A.F.]]></given-names>
</name>
<name>
<surname><![CDATA[COIMBRA]]></surname>
<given-names><![CDATA[J.L.M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Fatores genéticos relacionados com a herança em populações de plantas autógamas]]></article-title>
<source><![CDATA[Rev. Ciênc. Agrovet]]></source>
<year>2014</year>
<volume>13</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>181-9</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BARASKAR]]></surname>
<given-names><![CDATA[V.V.]]></given-names>
</name>
<name>
<surname><![CDATA[KACHHADIA]]></surname>
<given-names><![CDATA[V.H.]]></given-names>
</name>
<name>
<surname><![CDATA[VACHHANI]]></surname>
<given-names><![CDATA[J.H.]]></given-names>
</name>
<name>
<surname><![CDATA[BARAD]]></surname>
<given-names><![CDATA[H.R.]]></given-names>
</name>
<name>
<surname><![CDATA[PATEL]]></surname>
<given-names><![CDATA[M.B.]]></given-names>
</name>
<name>
<surname><![CDATA[DARWANKAR]]></surname>
<given-names><![CDATA[M.S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic variability, heritability and genetic advance in soybean (Glycine max (L.) Merrill)]]></article-title>
<source><![CDATA[Electronic Journal of Plant Breeding]]></source>
<year>2014</year>
<volume>5</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>802-6</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>8.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BARRETO]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[EDMEADES]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[CHAPMAN]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[CROSSA]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The alpha lattice design in plant breeding and agronomy: Generation and analysis]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Edmeades]]></surname>
<given-names><![CDATA[G.O.]]></given-names>
</name>
<name>
<surname><![CDATA[Bänziger]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mickelson]]></surname>
<given-names><![CDATA[H.R.]]></given-names>
</name>
<name>
<surname><![CDATA[Peña-Valdivia]]></surname>
<given-names><![CDATA[C.B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Developing drought and low N-tolerant maize]]></source>
<year>1997</year>
<page-range>544-51</page-range><publisher-loc><![CDATA[Mexico, DF ]]></publisher-loc>
<publisher-name><![CDATA[CIMMYT]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<label>9.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BEKELE]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[ALEMAW]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[ZELEKE]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic divergence among soybean (Glycine max (L) Merrill) introductions in Ethiopia based on agronomic traits]]></article-title>
<source><![CDATA[Biol Agric Health]]></source>
<year>2012</year>
<volume>2</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>6-12</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BERNAL]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[PEÑA]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[DÍAZ]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[OBANDO]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Condiciones climáticas de la altillanura plana colombiana en el contexto de cambio climático]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Amézquita]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Rao]]></surname>
<given-names><![CDATA[I.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Corrales]]></surname>
<given-names><![CDATA[I.I.]]></given-names>
</name>
<name>
<surname><![CDATA[Bernal]]></surname>
<given-names><![CDATA[J.H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Sistemas agropastoriles: Un enfoque integrado para el manejo sostenible de Oxisoles de los Llanos Orientales de Colombia]]></source>
<year>2013</year>
<page-range>14-28</page-range><publisher-name><![CDATA[Centro Internacional de Agricultura Tropical]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<label>11.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[BURTON]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[DEVANE]]></surname>
<given-names><![CDATA[E.H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimating heritability in tall Fescue (Festuca arundinaceae) from donor material]]></article-title>
<source><![CDATA[Agron. J]]></source>
<year>1953</year>
<volume>45</volume>
<numero>10</numero>
<issue>10</issue>
<page-range>478-81</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[CHANDRAWAT]]></surname>
<given-names><![CDATA[K.S.]]></given-names>
</name>
<name>
<surname><![CDATA[BAIG]]></surname>
<given-names><![CDATA[K.S.]]></given-names>
</name>
<name>
<surname><![CDATA[HASHMI]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[SARANG]]></surname>
<given-names><![CDATA[D.H.]]></given-names>
</name>
<name>
<surname><![CDATA[KUMAR]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[DUMAI]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Study on genetic variability, heritability and genetic advance in soybean]]></article-title>
<source><![CDATA[Int. J. Pure App. Biosci]]></source>
<year>2017</year>
<volume>5</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>57-63</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>13.</label><nlm-citation citation-type="book">
<collab>DEPARTAMENTO NACIONAL DE PLANEACIÓN, DNP</collab>
<source><![CDATA[Política para el desarrollo integral de la Orinoquia: Altillanura - Fase I]]></source>
<year>2014</year>
<page-range>83</page-range><publisher-name><![CDATA[Conpes 3797]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<label>14.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[FALCONER]]></surname>
<given-names><![CDATA[D.S.]]></given-names>
</name>
</person-group>
<source><![CDATA[Introducción a la genética cuantitativa]]></source>
<year>1981</year>
<edition>2nd Ed</edition>
<page-range>430</page-range><publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Longman Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<label>15.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[FALCONER]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[MACKAY]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Introducción a la genética cuantitativa]]></source>
<year>1996</year>
<edition>Ed 4</edition>
<page-range>464</page-range><publisher-loc><![CDATA[Essex, Reino Unido ]]></publisher-loc>
<publisher-name><![CDATA[Longman Scientific and Technical]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B16">
<label>16.</label><nlm-citation citation-type="">
<collab>FEDERACIÓN NACIONAL DE CULTIVADORES DE CEREALES, LEGUMINOSAS Y SOYA, FENALCE.</collab>
<source><![CDATA[Estadísticas. Área, producción y rendimiento de los cultivos de cereales y leguminosas]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B17">
<label>17.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[FEHR]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[CAVINESS]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Stages of soybean development]]></source>
<year>1977</year>
<publisher-loc><![CDATA[Ames, Iowa ]]></publisher-loc>
<publisher-name><![CDATA[Iowa State University]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B18">
<label>18.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[FIROUZIAN]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Heritability and genetic advance of grain yield and its related traits in spring wheat]]></article-title>
<source><![CDATA[Pak. J. Biological Sciences]]></source>
<year>2003</year>
<volume>6</volume>
<numero>24</numero>
<issue>24</issue>
<page-range>2020-3</page-range></nlm-citation>
</ref>
<ref id="B19">
<label>19.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[HAMAWAKI]]></surname>
<given-names><![CDATA[O.T.]]></given-names>
</name>
<name>
<surname><![CDATA[BARBOSA DE SOUSA]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[NEVES ROMANATO]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[OLIVEIRA NOGUEIRA]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[SANTOS JÚNIOR]]></surname>
<given-names><![CDATA[C.D.]]></given-names>
</name>
<name>
<surname><![CDATA[POLIZEL]]></surname>
<given-names><![CDATA[A.C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic parameters and variability in soybean genotypes]]></article-title>
<source><![CDATA[Comunicata Scientiae]]></source>
<year>2012</year>
<volume>3</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>76-83</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>20.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[JOHNSON]]></surname>
<given-names><![CDATA[H.W.]]></given-names>
</name>
<name>
<surname><![CDATA[ROBINSON]]></surname>
<given-names><![CDATA[H.F.]]></given-names>
</name>
<name>
<surname><![CDATA[COMSTOCK]]></surname>
<given-names><![CDATA[R.E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimates of genetic and environmental variability in soybeans]]></article-title>
<source><![CDATA[Agronomy Journal]]></source>
<year>1955</year>
<volume>47</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>314-8</page-range></nlm-citation>
</ref>
<ref id="B21">
<label>21.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[KU]]></surname>
<given-names><![CDATA[Y.-S.]]></given-names>
</name>
<name>
<surname><![CDATA[AU-YEUNG]]></surname>
<given-names><![CDATA[W.-K.]]></given-names>
</name>
<name>
<surname><![CDATA[YUNG]]></surname>
<given-names><![CDATA[Y.-L.]]></given-names>
</name>
<name>
<surname><![CDATA[LI]]></surname>
<given-names><![CDATA[M.-W.]]></given-names>
</name>
<name>
<surname><![CDATA[WEN]]></surname>
<given-names><![CDATA[C.-Q.]]></given-names>
</name>
<name>
<surname><![CDATA[LIU]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[LAM]]></surname>
<given-names><![CDATA[H.-M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Drought stress and tolerance in soybean]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Board]]></surname>
<given-names><![CDATA[J.E.]]></given-names>
</name>
</person-group>
<source><![CDATA[A Comprehensive Survey of International Soybean Research - Genetics, Physiology, Agronomy and Nitrogen Relationships]]></source>
<year>2013</year>
<page-range>209-37</page-range><publisher-loc><![CDATA[New York, NY ]]></publisher-loc>
<publisher-name><![CDATA[InTech]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<label>22.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[KUSWANTORO]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic variability and heritability of acid-adaptive soybean promising lines]]></article-title>
<source><![CDATA[Biodiversitas]]></source>
<year>2017</year>
<volume>18</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>378-82</page-range></nlm-citation>
</ref>
<ref id="B23">
<label>23.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[MIRANDA]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[SCABOO]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[COBER]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[DENWAR]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[BILYEU]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The effects and interaction of soybean maturity gene alleles controlling flowering time, maturity, and adaptation in tropical environments]]></article-title>
<source><![CDATA[BMC Plant Biology]]></source>
<year>2020</year>
<volume>20</volume>
<numero>65</numero>
<issue>65</issue>
<page-range>1-13</page-range></nlm-citation>
</ref>
<ref id="B24">
<label>24.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[MOHAMMED]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[TESSO]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[CHRIS]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[AHMED]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of genetic variability and heritability of agronomic traits in Ethiopian chickpea (Cicer arietinum L) landraces]]></article-title>
<source><![CDATA[BSJ Agri]]></source>
<year>2019</year>
<volume>2</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>10-5</page-range></nlm-citation>
</ref>
<ref id="B25">
<label>25.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[NELSON]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[MOTAVALLI]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[NATHAN]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Response of no-till soybean (Glycine max (L.) Merr.) to timing of preplant and foliar potassium applications in a claypan soil]]></article-title>
<source><![CDATA[Agronomy Journal]]></source>
<year>2004</year>
<volume>97</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>832-8</page-range></nlm-citation>
</ref>
<ref id="B26">
<label>26.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[NETRA]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[RABENDRA]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Performance of advanced breeding lines of soybean (Glycine max (L.) Merrill) at mid western terai of nepal]]></article-title>
<source><![CDATA[Int. J. Adv. Res. Biol. Sci]]></source>
<year>2019</year>
<volume>6</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>118-25</page-range></nlm-citation>
</ref>
<ref id="B27">
<label>27.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[NUNES]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[BEZERRA]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[SILVA]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[DA SILVA JÚNIOR]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[GONÇALVES]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[SANTOS]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Agronomic aspects of soybean plants subjected to deficit irrigation]]></article-title>
<source><![CDATA[Rev. Bras. Eng. Agríc. Ambient]]></source>
<year>2016</year>
<volume>20</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>654-9</page-range></nlm-citation>
</ref>
<ref id="B28">
<label>28.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[PATTERSON]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[THOMPSON]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Recovery of inter-block information when block sizes are unequal]]></article-title>
<source><![CDATA[Biometrika]]></source>
<year>1971</year>
<volume>58</volume>
<page-range>545-54</page-range></nlm-citation>
</ref>
<ref id="B29">
<label>29.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[PATTERSON]]></surname>
<given-names><![CDATA[H.D.]]></given-names>
</name>
<name>
<surname><![CDATA[WILLIAMS]]></surname>
<given-names><![CDATA[E.R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A new class of resolvable incomplete block designs]]></article-title>
<source><![CDATA[Biometrika]]></source>
<year>1976</year>
<volume>63</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>83-92</page-range></nlm-citation>
</ref>
<ref id="B30">
<label>30.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[PUSHPA RENI]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[KOTESWARA RAO]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic variability in soybean (Glycine max (L) Merrill)]]></article-title>
<source><![CDATA[International Journal of Plant, Animal and Environmental Sciences]]></source>
<year>2013</year>
<volume>3</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>35-8</page-range></nlm-citation>
</ref>
<ref id="B31">
<label>31.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ROJAS]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análisis multivariado en estudios de variabilidad genética]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Franco]]></surname>
<given-names><![CDATA[T.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Hidalgo]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<source><![CDATA[Análisis Estadístico de datos de caracterización morfológica de recursos fitogenéticos]]></source>
<year>2003</year>
<page-range>89</page-range><publisher-loc><![CDATA[Cali, Colombia ]]></publisher-loc>
<publisher-name><![CDATA[IPGRI. Boletín técnico No.8]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B32">
<label>32.</label><nlm-citation citation-type="book">
<collab>SAS INSTITUTE INC.</collab>
<source><![CDATA[Computer program Version 9.4]]></source>
<year>2014</year>
<publisher-loc><![CDATA[Cary, NC ]]></publisher-loc>
<publisher-name><![CDATA[SAS]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B33">
<label>33.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SEARLE]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[CASELLA]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[MCCULLOCH]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<source><![CDATA[Variance components]]></source>
<year>1992</year>
<page-range>501</page-range><publisher-loc><![CDATA[New York, United States ]]></publisher-loc>
<publisher-name><![CDATA[John Wiley]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<label>34.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SILVA]]></surname>
<given-names><![CDATA[F.M.DA.]]></given-names>
</name>
<name>
<surname><![CDATA[PEREIRA]]></surname>
<given-names><![CDATA[E.DE.M.]]></given-names>
</name>
<name>
<surname><![CDATA[VAL]]></surname>
<given-names><![CDATA[B.H.P.]]></given-names>
</name>
<name>
<surname><![CDATA[PERECIN]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[MAURO]]></surname>
<given-names><![CDATA[A.O.D.]]></given-names>
</name>
<name>
<surname><![CDATA[UNÊDA-TREVISOLI]]></surname>
<given-names><![CDATA[S.H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Strategies to select soybean segregating populations with the goal of improving agronomic traits]]></article-title>
<source><![CDATA[Acta Scientiarum. Agronomy]]></source>
<year>2018</year>
<volume>40</volume>
</nlm-citation>
</ref>
<ref id="B35">
<label>35.</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SINGH]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<source><![CDATA[Plant Breeding: Principles and methods]]></source>
<year>2001</year>
<page-range>918</page-range><publisher-loc><![CDATA[New Delhi ]]></publisher-loc>
<publisher-name><![CDATA[Kalyani publishers]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<label>36.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SINGH]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[BHATIA]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Incomplete block designs for plant breeding experiments]]></article-title>
<source><![CDATA[Agric Res J]]></source>
<year>2017</year>
<volume>54</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>607-11</page-range></nlm-citation>
</ref>
<ref id="B37">
<label>37.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[SULISTYO]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[MEJAYA]]></surname>
<given-names><![CDATA[M.J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic parameters estimation of agronomic traits in soybean population resistant to whitefly]]></article-title>
<source><![CDATA[IOP Conf. Ser.: Earth Environ. Sci]]></source>
<year>2018</year>
<volume>197</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>012041</page-range></nlm-citation>
</ref>
<ref id="B38">
<label>38.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[TEIXEIRA]]></surname>
<given-names><![CDATA[F.G]]></given-names>
</name>
<name>
<surname><![CDATA[HAMAWAKI]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[NOGUEIRA]]></surname>
<given-names><![CDATA[A.P.O.]]></given-names>
</name>
<name>
<surname><![CDATA[HAMAWAKI]]></surname>
<given-names><![CDATA[R.L.]]></given-names>
</name>
<name>
<surname><![CDATA[JORGE]]></surname>
<given-names><![CDATA[G.L.]]></given-names>
</name>
<name>
<surname><![CDATA[HAMAWAKI]]></surname>
<given-names><![CDATA[C.L.]]></given-names>
</name>
<name>
<surname><![CDATA[MACHADO]]></surname>
<given-names><![CDATA[B.Q.V.]]></given-names>
</name>
<name>
<surname><![CDATA[SANTANA]]></surname>
<given-names><![CDATA[A.J.O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic parameters and selection of soybean lines based on selection indexes]]></article-title>
<source><![CDATA[Genet Mol Res]]></source>
<year>2017</year>
<volume>16</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1-17</page-range></nlm-citation>
</ref>
<ref id="B39">
<label>39.</label><nlm-citation citation-type="book">
<collab>UNITED STATES DEPARTMENT OF AGRICULTURE, USDA.</collab>
<source><![CDATA[World Agricultural Production]]></source>
<year>2020</year>
<publisher-name><![CDATA[Circular Series WAP 6-20]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B40">
<label>40.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[VALENCIA]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[LIGARRETO]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Soybean breeding (Glycine max [L.] Merril) for the Colombian Altillanura: a prospective and conceptual view]]></article-title>
<source><![CDATA[Agronomía Colombiana]]></source>
<year>2010</year>
<volume>28</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>155-63</page-range></nlm-citation>
</ref>
<ref id="B41">
<label>41.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[VALLEJOS]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[BADILLA]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[PICADO]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[MURILLO]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Metodología para la selección e incorporación de árboles plus en programas de mejoramiento genético forestal]]></article-title>
<source><![CDATA[Agr. Costarricense]]></source>
<year>2010</year>
<volume>34</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>105-19</page-range></nlm-citation>
</ref>
<ref id="B42">
<label>42.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[WELLMANN]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[BENNEWITZ]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Key genetic parameters for population management]]></article-title>
<source><![CDATA[Front. Genet]]></source>
<year>2019</year>
<volume>10</volume>
<page-range>1-20</page-range></nlm-citation>
</ref>
<ref id="B43">
<label>43.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[WYSMIERSKI]]></surname>
<given-names><![CDATA[P.T.]]></given-names>
</name>
<name>
<surname><![CDATA[VELLO]]></surname>
<given-names><![CDATA[N.A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The genetic base of Brazilian soybean cultivars: evolution over time and breeding implications]]></article-title>
<source><![CDATA[Genet. Mol. Biol]]></source>
<year>2013</year>
<volume>36</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>547-55</page-range></nlm-citation>
</ref>
<ref id="B44">
<label>44.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ZAMUDIO]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[BAETTYG]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[VERGARA]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[GUERRA]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[ROZENBERG]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genetic trends in wood density and radial growth with cambial age in a radiata pine progeny test]]></article-title>
<source><![CDATA[Ann. For. Sci]]></source>
<year>2002</year>
<volume>59</volume>
<numero>5-6</numero>
<issue>5-6</issue>
<page-range>541-9</page-range></nlm-citation>
</ref>
<ref id="B45">
<label>45.</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[ZHANG]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[SONG]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[CREGAN]]></surname>
<given-names><![CDATA[P.B.]]></given-names>
</name>
<name>
<surname><![CDATA[NELSON]]></surname>
<given-names><![CDATA[R.L.]]></given-names>
</name>
<name>
<surname><![CDATA[WANG]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[WU]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[JIANG]]></surname>
<given-names><![CDATA[G.-L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Genome-wide association study for flowering time, maturity dates and plant height in early maturing soybean (Glycine max) germplasm]]></article-title>
<source><![CDATA[BMC Genom]]></source>
<year>2015</year>
<volume>16</volume>
<page-range>1-11</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
