<?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>2007-1132</journal-id>
<journal-title><![CDATA[Revista mexicana de ciencias forestales]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. mex. de cienc. forestales]]></abbrev-journal-title>
<issn>2007-1132</issn>
<publisher>
<publisher-name><![CDATA[Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-11322022000500102</article-id>
<article-id pub-id-type="doi">10.29298/rmcf.v13i73.1199</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Modelo local altura-diámetro para Metopium brownei (Jacq.) Urb. en Quintana Roo, México]]></article-title>
<article-title xml:lang="en"><![CDATA[Local height-diameter model for Metopium brownei (Jacq.) Urb. in Quintana Roo, Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[García Cuevas]]></surname>
<given-names><![CDATA[Xavier]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández Ramos]]></surname>
<given-names><![CDATA[Jonathan]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Tamarit Urias]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández Ramos]]></surname>
<given-names><![CDATA[Adrián]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Buendía Rodríguez]]></surname>
<given-names><![CDATA[Enrique]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias Campo Experimental San Martinito ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias Campo Experimental Saltillo ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Instituito Nacional de Investigaciones Forestales, Agrícolas y Pecuarias Campo Experimental Valle de México ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>10</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>10</month>
<year>2022</year>
</pub-date>
<volume>13</volume>
<numero>73</numero>
<fpage>102</fpage>
<lpage>127</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-11322022000500102&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-11322022000500102&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-11322022000500102&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Metopium brownei es una especie maderable de alto valor comercial con potencial para contribuir a satisfacer el mercado de muebles en la Península de Yucatán, México. Conocer la relación alométrica altura total-diámetro normal (at-d) reduce tiempos y costos para realizar inventarios forestales. Los objetivos fueron ajustar modelos para estimar la altura total en función del diámetro normal de árboles de M. brownei, así como determinar el efecto en precisión y calidad predictiva al incorporar modelos de efectos mixtos (MEM). Para esto, se utilizó una muestra de 2 794 árboles medidos en el Inventario Nacional Forestal y de Suelos 2004-2009 para el estado de Quintana Roo, con los que se ajustaron seis modelos mediante la técnica de mínimos cuadrados no lineales (MCNL). Posteriormente, al mejor modelo se le aplicó la técnica de MEM con niveles de agrupación dados por las covariables de tipo de vegetación (Veg) y municipio (Mpio). El mejor modelo bajo MCNL fue el de Chapman-Richards porque explicó 45 % de la variabilidad muestral, mientras que con MEM y al agrupar de forma combinada Veg-Mpio los estadísticos de ajuste fueron superiores ya que la explicación fue de 50 %, el sesgo de 0.003 m y la diferencia porcentual de 0.001 %. La validación mediante muestras independientes no mostró diferencias significativas. El modelo que se propone es confiable para estimar la relación at-d de esta especie en selvas de Quintana Roo, tanto para obtener los datos de un inventario forestal como en la elaboración y ejecución de planes de manejo.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Metopium brownei is a timber species of high commercial value with the potential to help satisfy the furniture market in the Yucatán Peninsula, Mexico. Knowing the allometric relationship total height-normal diameter (at-d) reduces time and costs to carry out forest inventories. The objective of this study was to adjust growth models to estimate the total height as a function of the normal diameter in M. brownei trees as well as to determine the effect on precision and predictive quality when incorporating the mixed effects model (MEM) technique. A sample of 2 794 trees measured in the 2004&#8212;2009 National Forest and Soil Inventory for the state of Quintana Roo, was used with which six models were adjusted with the nonlinear least squares technique (MCNL). Subsequently, the MEM technique was applied to the best model with grouping levels given by the covariates of vegetation type (Veg) and municipality (Mpio). The best model under MCNL was the Chapman-Richards model because it explained 45 % of the sample variability, while, under MEM and when grouping Veg-Mpio in a combined way, the adjustment statistics were higher since the explanation was 50 %, the bias was 0.003 m and the percentage difference was 0.001 %. Validation using independent samples did not show significant differences. The proposed model is reliable to estimate the at-d relationship of this species in the tropical forests of Quintana Roo, both to obtain data from a forest inventory and in the preparation and execution of management plans.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Bosque tropical]]></kwd>
<kwd lng="es"><![CDATA[efectos aleatorios]]></kwd>
<kwd lng="es"><![CDATA[funciones no lineales]]></kwd>
<kwd lng="es"><![CDATA[inventario forestal]]></kwd>
<kwd lng="es"><![CDATA[manejo forestal]]></kwd>
<kwd lng="es"><![CDATA[relaciones alométricas]]></kwd>
<kwd lng="en"><![CDATA[Tropical forest]]></kwd>
<kwd lng="en"><![CDATA[random effects]]></kwd>
<kwd lng="en"><![CDATA[nonlinear functions]]></kwd>
<kwd lng="en"><![CDATA[forest inventory]]></kwd>
<kwd lng="en"><![CDATA[forest management]]></kwd>
<kwd lng="en"><![CDATA[allometric relationship]]></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[Arias A]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estudio de las relaciones altura-diámetro para seis especies maderables utilizadas en programas de reforestación en la Zona Sur de Costa Rica]]></article-title>
<source><![CDATA[Kurú: Revista Forestal]]></source>
<year>2004</year>
<volume>1</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>1-11</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bohlman]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[O&#8217;Brien]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Allometry, adult stature and regeneration requirement of tree species on Barro Colorado Island, Panama]]></article-title>
<source><![CDATA[Journal of Tropical Ecology]]></source>
<year>2006</year>
<volume>22</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>123-36</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bronisz]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Mehtätalo]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mixed-effects generalized height-diameter model for young silver birch stands on post-agricultural lands]]></article-title>
<source><![CDATA[Forest Ecology and Management]]></source>
<year>2020</year>
<volume>460</volume>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Burkhart]]></surname>
<given-names><![CDATA[H. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Tomé]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Modeling forest trees and stands]]></source>
<year>2012</year>
<page-range>458</page-range><publisher-loc><![CDATA[Dordrecht, Netherlands ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carrero]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Jerez]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Macchiavelli]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Orlandoni]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Stock]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ajuste de curvas de índice de sitio mediante modelos mixtos para plantaciones de Eucalyptus urophylla en Venezuela]]></article-title>
<source><![CDATA[Interciencia]]></source>
<year>2008</year>
<volume>33</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>265-72</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Castillo-Gallegos]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Jarillo-Rodríguez]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Escobar-Hernández]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Diameter-height relationships in three species grown together in a commercial forest plantation in eastern tropical Mexico]]></article-title>
<source><![CDATA[Revista Chapingo, Serie Ciencias Forestales y del Ambiente]]></source>
<year>2018</year>
<volume>24</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>33-48</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chenge]]></surname>
<given-names><![CDATA[I. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Height-diameter relationship of trees in Omo strict nature forest reserve, Nigeria]]></article-title>
<source><![CDATA[Trees, Forests and People]]></source>
<year>2021</year>
<volume>3</volume>
<page-range>100051</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<collab>Comisión Nacional Forestal (Conafor)</collab>
<source><![CDATA[Inventario Nacional Forestal y de Suelos. Informe 2004-2009]]></source>
<year>2012</year>
<page-range>228</page-range><publisher-loc><![CDATA[Zapopan, Jal., México ]]></publisher-loc>
<publisher-name><![CDATA[Comisión Nacional Forestal (Conafor)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<collab>Comisión Nacional Forestal (Conafor)</collab>
<source><![CDATA[Inventario Estatal Forestal y de Suelos-Quintana Roo 2013. Colección de inventarios estatales forestales y de suelos 2013-2014]]></source>
<year>2014</year>
<page-range>128</page-range><publisher-loc><![CDATA[Tlalpan, México, D. F., México ]]></publisher-loc>
<publisher-name><![CDATA[Secretaría del Medio Ambiente y Recursos Naturales (Sermarnat)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Corral-Rivas]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Álvarez-González]]></surname>
<given-names><![CDATA[J. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Crecente-Campo]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Corral-Rivas]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Local and generalized height-diameter models with random parameters for mixed, uneven-aged forests in Northwestern Durango, Mexico]]></article-title>
<source><![CDATA[Forest Ecosystems]]></source>
<year>2014</year>
<volume>1</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[De los Santos-Posadas]]></surname>
<given-names><![CDATA[H. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Montero-Mata]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Kanninen]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Curvas dinámicas de crecimiento en altura dominante para Terminalia amazonia (Gmel.) Excell en Costa Rica]]></article-title>
<source><![CDATA[Agrociencia]]></source>
<year>2006</year>
<volume>40</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>521-32</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gallegos R.]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Sánchez D.]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[González C.]]></surname>
<given-names><![CDATA[G. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Román M.]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández A.]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Mora S]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Diagnóstico del potencial, productividad y manejo de especies nativas maderables tropicales con alto potencial comercial]]></source>
<year>2012</year>
<page-range>41</page-range><publisher-loc><![CDATA[Guadalajara, Jal., México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad de Guadalajara]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García C.]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández R.]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández R.]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Quiñonez B.]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Tamarit U.]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[García E.]]></surname>
<given-names><![CDATA[G. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Predicción del diámetro normal, altura y volumen a partir del diámetro del tocón en especies tropicales]]></article-title>
<source><![CDATA[Revista Mexicana de Ciencias Forestales]]></source>
<year>2017</year>
<volume>8</volume>
<numero>43</numero>
<issue>43</issue>
<page-range>89-116</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García-Espinoza]]></surname>
<given-names><![CDATA[G. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Aguirre-Calderón]]></surname>
<given-names><![CDATA[O. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Quiñonez-Barraza]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Alanís-Rodríguez]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[González-Tagle]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[García-Magaña]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Global-local and fixed-random parameters to model dominant height growth of Pinus pseudostrobus Lindley]]></article-title>
<source><![CDATA[Revista Chapingo, Serie Ciencias Forestales y del Ambiente]]></source>
<year>2019</year>
<volume>25</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>141-56</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[M. del C.]]></given-names>
</name>
<name>
<surname><![CDATA[Rapelli]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Selección de un modelo no lineal mixto de niveles múltiples para modelar el crecimiento de la soja]]></article-title>
<source><![CDATA[FABICIB]]></source>
<year>2011</year>
<volume>15</volume>
<page-range>11-22</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guerra-De la Cruz]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Islas-Gutiérrez]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Flores-Ayala]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Acosta-Mireles]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Buendía-Rodríguez]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Carrillo-Anzures]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Tamarit-Urías]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Pineda-Ojeda]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelos locales altura-diámetro para Pinus montezumae Lamb. y Pinus teocote Schiede ex Schltdl. en Nanacamilpa, Tlaxcala]]></article-title>
<source><![CDATA[Revista Mexicana de Ciencias Forestales]]></source>
<year>2019</year>
<volume>10</volume>
<numero>51</numero>
<issue>51</issue>
<page-range>133-56</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández-Ramos]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Tamarit-Urias]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[García-Cuevas]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández-Ramos]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Reynoso-Santos]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes-Hernández]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelos alométricos altura-diámetro para Bucida buceras (pukté) en Quintana Roo, México]]></article-title>
<source><![CDATA[Bosque]]></source>
<year>2019</year>
<volume>40</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>267-76</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández-Ramos]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Valdez-Hernández]]></surname>
<given-names><![CDATA[J. I.]]></given-names>
</name>
<name>
<surname><![CDATA[García-Cuevas]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Quiñonez-Barraza]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes-Hernández]]></surname>
<given-names><![CDATA[V. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández-Ramos]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelos altura-diámetro con efectos mixtos para Lysiloma latisiliquum (L) Benth. en Quintana Roo, México]]></article-title>
<source><![CDATA[Madera y Bosques]]></source>
<year>2020</year>
<volume>26</volume>
<numero>2</numero>
<issue>2</issue>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hunter]]></surname>
<given-names><![CDATA[M. O.]]></given-names>
</name>
<name>
<surname><![CDATA[Keller]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Vitoria]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Morton]]></surname>
<given-names><![CDATA[D. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tree height and tropical forest biomass estimation]]></article-title>
<source><![CDATA[Biogeosciences]]></source>
<year>2013</year>
<volume>10</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>8385-99</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Huxley]]></surname>
<given-names><![CDATA[J. S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Constant differential growth-ratios and their significance]]></article-title>
<source><![CDATA[Nature]]></source>
<year>1924</year>
<volume>114</volume>
<numero>2877</numero>
<issue>2877</issue>
<page-range>895-6</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Infante G.]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Zárate de L.]]></surname>
<given-names><![CDATA[G. P.]]></given-names>
</name>
</person-group>
<source><![CDATA[Métodos estadísticos: un enfoque interdisciplinario]]></source>
<year>2012</year>
<page-range>624</page-range><publisher-loc><![CDATA[Texcoco, Edo.Méx., México ]]></publisher-loc>
<publisher-name><![CDATA[Colegio de Postgraduados]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Larjavaara]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Muller&#8208;Landau]]></surname>
<given-names><![CDATA[H. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Measuring tree height: a quantitative comparison of two common field methods in a moist tropical forest]]></article-title>
<source><![CDATA[Methods in Ecology and Evolution]]></source>
<year>2013</year>
<volume>4</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>793-801</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lencinas]]></surname>
<given-names><![CDATA[J. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Mohr-Bell]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimación de clases de edad de las plantaciones de la provincia de Corrientes, Argentina, con base en datos satelitales Landsat]]></article-title>
<source><![CDATA[Bosque]]></source>
<year>2007</year>
<volume>28</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>106-18</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Littell]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Milliken]]></surname>
<given-names><![CDATA[G. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Stroup]]></surname>
<given-names><![CDATA[W. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Wolfinger]]></surname>
<given-names><![CDATA[R. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Schabenberger]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<source><![CDATA[SAS® for Mixed Models]]></source>
<year>2006</year>
<page-range>814</page-range><publisher-loc><![CDATA[Cary, NC, USA ]]></publisher-loc>
<publisher-name><![CDATA[SAS Institute Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Feng]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Ma]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Development and evaluation of height diameter at breast models for native Chinese Metasequoia]]></article-title>
<source><![CDATA[PLoS One]]></source>
<year>2017</year>
<volume>12</volume>
<numero>8</numero>
<issue>8</issue>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Panik]]></surname>
<given-names><![CDATA[M. J]]></given-names>
</name>
</person-group>
<source><![CDATA[Growth curve modeling: Theory and applications]]></source>
<year>2014</year>
<page-range>467</page-range><publisher-loc><![CDATA[Hoboken, NJ, USA ]]></publisher-loc>
<publisher-name><![CDATA[Jhon Wiley &amp; Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pennington]]></surname>
<given-names><![CDATA[T. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Sarukhán]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Árboles tropicales de México. Manual para la identificación de las principales especies]]></source>
<year>2005</year>
<page-range>523</page-range><publisher-loc><![CDATA[Coyoacán, México D.F., México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Picard]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Saint-André]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Henry]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Manual de construcción de ecuaciones alométricas para estimar el volumen y la biomasa de los árboles: del trabajo de campo a la predicción]]></source>
<year>2012</year>
<page-range>223</page-range><publisher-loc><![CDATA[Roma, RM, Italia ]]></publisher-loc>
<publisher-name><![CDATA[Naciones Unidas para la Alimentación y la Agricultura (FAO)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pinheiro]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Bates]]></surname>
<given-names><![CDATA[D. M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Mixed-effects models in S and S-PLUS]]></source>
<year>2000</year>
<page-range>528</page-range><publisher-loc><![CDATA[New York, NY, USA ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pompa-García]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Santos-Posadas]]></surname>
<given-names><![CDATA[H. M. de los]]></given-names>
</name>
<name>
<surname><![CDATA[Zepeda-Bautista]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Corral-Rivas]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Un modelo dendrométrico para estimación del diámetro normal a partir de las dimensiones del tocón]]></article-title>
<source><![CDATA[Agrociencia]]></source>
<year>2011</year>
<volume>45</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>379-87</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Quiñonez B.]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Cruz C.]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Vargas L.]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[F. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimación del diámetro, altura y volumen a partir del tocón para especies forestales de Durango]]></article-title>
<source><![CDATA[Revista Mexicana de Ciencias Forestales]]></source>
<year>2012</year>
<volume>3</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>23-39</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="book">
<collab>R core Team</collab>
<source><![CDATA[RStudio: Publish your R and Python content with RStudio Connect]]></source>
<year>2016</year>
<publisher-loc><![CDATA[Boston, MA, USA ]]></publisher-loc>
<publisher-name><![CDATA[RStudio, Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Raptis]]></surname>
<given-names><![CDATA[D. I.]]></given-names>
</name>
<name>
<surname><![CDATA[Kazana]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Kazaklis]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Stamatiou]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mixed&#8209;effects height-diameter models for black pine (Pinus nigra Arn.) forest management]]></article-title>
<source><![CDATA[Trees]]></source>
<year>2021</year>
<volume>35</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1167-83</page-range></nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Regalado M.]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Peralta R.]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[González R]]></surname>
<given-names><![CDATA[C. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cómo hacer un modelo matemático]]></article-title>
<source><![CDATA[Temas de Ciencia y Tecnología]]></source>
<year>2008</year>
<volume>12</volume>
<numero>35</numero>
<issue>35</issue>
<page-range>1-18</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rijal]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Weiskittel]]></surname>
<given-names><![CDATA[A. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Kershaw]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Development of regional height to diameter equations for 15 tree species in the North American Acadian Region]]></article-title>
<source><![CDATA[Forestry: An International Journal of Forest Research]]></source>
<year>2012</year>
<volume>85</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>379-90</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Saunders]]></surname>
<given-names><![CDATA[M. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Wagner]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Height-diameter models with random coefficients and site variables for tree species of Central Maine]]></article-title>
<source><![CDATA[Annals of Forest Science]]></source>
<year>2008</year>
<volume>65</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>203-12</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="book">
<collab>Secretaría de Medio Ambiente y Recursos Naturales (Semarnat)</collab>
<source><![CDATA[Anuario estadístico de la producción forestal 2016]]></source>
<year>2016</year>
<page-range>225</page-range><publisher-loc><![CDATA[Miguel Hidalgo, D. F., México ]]></publisher-loc>
<publisher-name><![CDATA[Secretaría de Medio Ambiente y Recursos Naturales]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Seoane]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[¿Modelos mixtos (lineales)? Una introducción para el usuario temeroso]]></article-title>
<source><![CDATA[Etologuía]]></source>
<year>2014</year>
<volume>24</volume>
<page-range>15-37</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Silva G.]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Fuentes T]]></surname>
<given-names><![CDATA[F. J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Industrialización, comercialización y manejo sostenible de diez especies nativas mexicanas]]></source>
<year>2012</year>
<page-range>75</page-range><publisher-loc><![CDATA[Guadalajara, Jal., México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad de Guadalajara]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tuan]]></surname>
<given-names><![CDATA[N. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Dinh]]></surname>
<given-names><![CDATA[T. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Long]]></surname>
<given-names><![CDATA[S. H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Height-diameter relationship for Pinus koraiensis in Mengjiagang Forest Farm of Northeast China using nonlinear regressions and artificial neural network models]]></article-title>
<source><![CDATA[Journal of Forest Science]]></source>
<year>2019</year>
<volume>65</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>134-43</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tamarit U.]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[López T.]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Xilotecnología de los principales árboles tropicales de México]]></source>
<year>2007</year>
<numero>3</numero>
<issue>3</issue>
<page-range>264</page-range><publisher-loc><![CDATA[Tlahuapan, Pue., México ]]></publisher-loc>
<publisher-name><![CDATA[INIFAP]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tamarit-Urias]]></surname>
<given-names><![CDATA[J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Santos-Posadas]]></surname>
<given-names><![CDATA[H. M. De los]]></given-names>
</name>
<name>
<surname><![CDATA[Aldrete]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Valdez-Lazalde]]></surname>
<given-names><![CDATA[J. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramírez-Maldonado]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Cruz]]></surname>
<given-names><![CDATA[V. Guerra-De la]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ecuaciones dinámicas de índice de sitio para Tectona grandis en Campeche, México]]></article-title>
<source><![CDATA[Agrociencia]]></source>
<year>2014</year>
<volume>48</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>225-38</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
