<?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>S2007-11322018000300187</article-id>
<article-id pub-id-type="doi">10.29298/rmcf.v9i47.159</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Distribución potencial de barrenadores, defoliadores, descortezadores y muérdagos en bosques de coníferas de México]]></article-title>
<article-title xml:lang="en"><![CDATA[Potential distribution of borers, defoliators, barking beetles and mistletoes in coniferous forests of Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sosa Díaz]]></surname>
<given-names><![CDATA[Librado]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Méndez González]]></surname>
<given-names><![CDATA[Jorge]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[García Aranda]]></surname>
<given-names><![CDATA[Mario Alberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cambrón Sandoval]]></surname>
<given-names><![CDATA[Víctor Hugo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Villarreal Quintanilla]]></surname>
<given-names><![CDATA[José Ángel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ruiz González]]></surname>
<given-names><![CDATA[Cecilia Guadalupe]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Montoya Jiménez]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma Agraria Antonio Narro Departamento Forestal ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Especies, Sociedad y Hábitat, A.C  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>México</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Autónoma de Querétaro Laboratorio de Ecología Campus Juriquilla]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Autónoma Agraria Antonio Narro Departamento de Botánica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2018</year>
</pub-date>
<volume>9</volume>
<numero>47</numero>
<fpage>187</fpage>
<lpage>208</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-11322018000300187&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-11322018000300187&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-11322018000300187&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: La distribución de plagas forestales en México es incierta, pues existe información escasa sobre áreas potenciales de bosques por ser afectados mediante algún tipo de plaga, o información sobre sus preferencias climáticas y ecológicas. El objetivo del presente estudio consistió en modelar la distribución potencial de insectos barrenadores (B), defoliadores (d), descortezadores (D) y muérdagos (M) mediante variables climáticas y dasométricas a través de MaxEnt (Máxima Entropía). Los registros de plagas forestales se obtuvieron durante el desarrollo del Inventario Nacional Forestal y de Suelos (2009-2014) y fueron proporcionados por la Comisión Nacional Forestal. Los modelos se probaron y validaron con el paquete dismo de R. Los generados mostraron ajustes aceptables (AUC &gt; 0.85). La superficie potencial estimada por modelo, acorde al umbral mínimo de presencia conocida (&gt; 0.1), fue alrededor de 270 (B), 307 (D), 315 (d) y 308 mil km2 (M). La mayor área potencial para los cuatro tipos de plaga se predijo en Chihuahua, Durango y Oaxaca, así como la probabilidad de ocurrencia más alta (&gt; 0.90). Las variables climáticas contribuyeron con el mayor porcentaje para D y d (75.1 y 71.9 %); mientras que, para B y M, las dasométricas (73.6 y 59.8 %). El análisis de parámetros dasométricos indica que los cuatro tipos de plaga tienen preferencia por bosques con árboles de diámetros pequeños y sitios con pocas especies hospederas. Los bosques con mayor susceptibilidad se ubican en Chihuahua (M) y Michoacán, Estado de México, Nuevo León, Jalisco y Chihuahua (D).]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: The distribution of forest pests in Mexico is uncertain. Information on forest areas potentially affected by a type of pest and their climatic and ecological preferences is scarce. The objective of this study was to model the potential distribution of insect borers (B), defoliators (d), bark beetles (D) and mistletoes (M), using climate and mensuration variables and the software Maximum Entropy (MaxEnt). Records of forest pests were obtained during the National Forest and Soil Inventory (2009-2014) provided by the National Forestry Commission. The training and validation of the models was performed with k-fold partitioning through the dismo package of R. The analyses of results indicate that the generated models had acceptable fit (AUC &gt; 0.85). The potential area estimated by the model, in accord with the lower threshold of known presence (&gt; 0.1), was around 270 (B), 307 (D), 315 (d) and 308 mil km2 (M). The largest potential area is predicted for the states of Chihuahua, Durango and Oaxaca, as well as the highest probability of occurrence (&gt; 0.90). Climate variables had the highest percentage of contribution for D and d (75.1 and 71.9 %), whereas the mensuration variables were the highest for B and M (73.6 and 59.8 %). Analysis of the mensuration parameters indicate that, for the records of presence used, the four types of pest tend to prefer forests with small diameter trees and sites with fewer host species. The forests with the greatest susceptibility are found in Chihuahua (M) and Michoacán, Estado de México, Chihuahua, Nuevo León, Jalisco and Chihuahua (D).]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[MaxEnt]]></kwd>
<kwd lng="es"><![CDATA[probabilidad de ocurrencia]]></kwd>
<kwd lng="es"><![CDATA[temperatura]]></kwd>
<kwd lng="es"><![CDATA[precipitación]]></kwd>
<kwd lng="es"><![CDATA[tipo de plaga]]></kwd>
<kwd lng="es"><![CDATA[variables dasométricas]]></kwd>
<kwd lng="en"><![CDATA[MaxEnt]]></kwd>
<kwd lng="en"><![CDATA[probability of occurrence]]></kwd>
<kwd lng="en"><![CDATA[temperature]]></kwd>
<kwd lng="en"><![CDATA[precipitation]]></kwd>
<kwd lng="en"><![CDATA[type of pest]]></kwd>
<kwd lng="en"><![CDATA[mensuration variables]]></kwd>
</kwd-group>
</article-meta>
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