<?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>1405-0471</journal-id>
<journal-title><![CDATA[Madera y bosques]]></journal-title>
<abbrev-journal-title><![CDATA[Madera bosques]]></abbrev-journal-title>
<issn>1405-0471</issn>
<publisher>
<publisher-name><![CDATA[Instituto de Ecología A.C.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-04712007000200097</article-id>
<article-id pub-id-type="doi">10.21829/myb.2007.1321231</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Monitoreo de ecosistemas con estrategias geoestadísticas, una aplicación de gran escala en Jalisco, México]]></article-title>
<article-title xml:lang="en"><![CDATA[Ecosystem monitoring through the use of geostatistic strategies, a large scale application in Jalisco, Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Flores Garnica]]></surname>
<given-names><![CDATA[José Germán]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Mendoza B.]]></surname>
<given-names><![CDATA[Martín Alfonso]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Aguirre Bravo]]></surname>
<given-names><![CDATA[Celedonio]]></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 (INIFAP) Centro de Investigación Regional Pacífico Centro (CIRPAC) ]]></institution>
<addr-line><![CDATA[Guadalajara Jalisco]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Fideicomiso para la Administración del Programa de Desarrollo Forestal del Estado de Jalisco  ]]></institution>
<addr-line><![CDATA[Guadalajara Jalisco]]></addr-line>
<country>México</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Consortium for Advancing the Monitoring of Ecosystem Sustainability in the Americas  ]]></institution>
<addr-line><![CDATA[Fort Collins Colorado]]></addr-line>
<country>USA</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2007</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2007</year>
</pub-date>
<volume>13</volume>
<numero>2</numero>
<fpage>97</fpage>
<lpage>104</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-04712007000200097&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-04712007000200097&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-04712007000200097&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen El proyecto de Inventario y Monitoreo de los Recursos Naturales de Jalisco, México (IMRENAT), es un proceso innovador que propone una aplicación práctica de las herramientas de modelado estadístico geoespacial para reportar creíblemente la condición del territorio. Aprovechando las interconexiones que existen entre atributos del terreno, la vegetación, las actividades humanas y lo detectable con sensores remotos multiespectrales, se pueden construir modelos estadísticamente válidos que reflejan las relaciones espaciales y las tendencias dinámicas de los atributos del territorio. Este tipo de modelos permiten generar productos de geoinformación de mayor utilidad que la información geográfica de naturaleza cartográfica, y que la información pictórica proveniente de interpretar imágenes de sensores remotos. Estos productos geoespaciales tienen la capacidad de describir distintos niveles de resolución y de escala.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The Inventory and Monitoring of Natural Resources of Jalisco, Mexico (IMRENAT), is an innovative process suggesting a practical application for geospatial statistical modeling to credibly report the condition of land resources. Taking advantage of interconnections among terrain attributes, vegetation, human activities and multispectral remote sensing information, it is possible to develop statistically valid models depicting land resources spatial attributes and dynamic trends. These types of models enable us to create geoinformation products of greater practical utility than regular cartographic products, or geographic information derived from imagery interpretation. Geospatial products have the capability to describe different scales and resolution levels.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Inventario forestal]]></kwd>
<kwd lng="es"><![CDATA[modelos geoestadísticos]]></kwd>
<kwd lng="es"><![CDATA[monitoreo]]></kwd>
<kwd lng="en"><![CDATA[Forest inventory]]></kwd>
<kwd lng="en"><![CDATA[geostatistical models]]></kwd>
<kwd lng="en"><![CDATA[monitoring]]></kwd>
</kwd-group>
</article-meta>
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