<?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>0188-4611</journal-id>
<journal-title><![CDATA[Investigaciones geográficas]]></journal-title>
<abbrev-journal-title><![CDATA[Invest. Geog]]></abbrev-journal-title>
<issn>0188-4611</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Geografía]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0188-46112025000200106</article-id>
<article-id pub-id-type="doi">10.14350/rig.61057</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Cartografía y modelado de la susceptibilidad a procesos de remoción en masa en la cuenca del río Xopanac, Puebla, México, utilizando regresión logística múltiple]]></article-title>
<article-title xml:lang="en"><![CDATA[Mapping and modeling of susceptibility to landslide processes in the Xopanac river basin, Puebla, Mexico, using multiple logistic regression]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Legorreta Paulín]]></surname>
<given-names><![CDATA[Gabriel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Arana Salinas]]></surname>
<given-names><![CDATA[Lilia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Aceves Quesada]]></surname>
<given-names><![CDATA[Fernando]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Castro Miguel]]></surname>
<given-names><![CDATA[Rutilio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Geografía ]]></institution>
<addr-line><![CDATA[Ciudad de México ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma de la Ciudad de México Colegio de Ciencias y Humanidades Academia de la Licenciatura Protección Civil y Gestión de Riesgos]]></institution>
<addr-line><![CDATA[Ciudad de México ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Nacional Autónoma de México Facultad de Ciencias ]]></institution>
<addr-line><![CDATA[Ciudad de México ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Nacional Autónoma de México Escuela Nacional de Ciencias de la Tierra ]]></institution>
<addr-line><![CDATA[Ciudad de México ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2025</year>
</pub-date>
<numero>117</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0188-46112025000200106&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0188-46112025000200106&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0188-46112025000200106&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Los procesos de remoción en masa (PRM) constituyen un peligro natural importante para los asentamientos humanos y sus actividades productivas, especialmente en zonas montañosas donde el relieve abrupto, las precipitaciones o los sismos facilitan la caída o el deslizamiento de materiales. En México estas zonas son en general de difícil acceso y cuentan con escasa información cartográfica y geomorfológica. Tal es el caso del volcán Iztaccíhuatl, donde los PRM ocurren comúnmente a lo largo de sus laderas abruptas y depósitos poco consolidados que son cortados por valles profundos y estrechos. Este estudio tuvo como objetivo cartografiar PRM y evaluar la susceptibilidad en la cuenca hidrográfica del río Xopanac, localizada en el flanco oriental del volcán Iztaccíhuatl, en el estado de Puebla. Para ello se elaboró un inventario de PRM a partir de fotointerpretación y trabajo de campo y se modeló la susceptibilidad mediante regresión logística múltiple (RLM). Como factores condicionantes se utilizaron la elevación, el ángulo de la pendiente, la densidad de disección, la erosión vertical y el uso del suelo. La validación del mapa de susceptibilidad resultante se realizó mediante el área bajo la curva de la característica operativa del receptor. La validación muestra que el modelo de RLM presentar un área bajo la curva de 80.2 y tiene una alta capacidad predictiva con el uso de pocas variables significativas: dos topográficas, dos morfométricas y una variable ambiental, mismas que son relativamente fácil de obtener, lo cual las hace conveniente para su uso en la modelación en áreas volcánicas con escasa información.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Massive landslide processes (MSLPs) constitute an important natural hazard for human settlements and their productive activities, especially in mountainous areas where abrupt relief, precipitation and/or earthquakes facilitate the fall or landslide of materials. In Mexico, these areas are generally difficult to access and have scarce cartographic and geomorphological information. Such is the case of the Iztaccihuatl volcano, where DRPs commonly occur along its steep slopes and poorly consolidated deposits that are cut by deep and narrow valleys. This study aimed to map DRPs and assess susceptibility in the Xopanac river watershed located on the eastern flank of the Iztaccihuatl volcano, in the state of Puebla. For this purpose, an inventory of PRM was elaborated based on photointerpretation and field work, and susceptibility was modeled by means of multiple logistic regression (MLR). Elevation, slope angle, dissection density, vertical erosion and land use were used as conditioning factors. Validation of the resulting susceptibility map was performed using the area under the receiver operating characteristic curve. The validation shows that the RLM model presents an area under the curve of 80.2 and has a high predictive capacity with the use of few significant variables: two topographic, two morphometric and one environmental variable, which are related to the area under the curve.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Inventario de PRM]]></kwd>
<kwd lng="es"><![CDATA[Modelado estadístico de susceptibilidad]]></kwd>
<kwd lng="es"><![CDATA[volcán Iztaccíhuatl]]></kwd>
<kwd lng="en"><![CDATA[Massive landslide processes inventory]]></kwd>
<kwd lng="en"><![CDATA[Statistical susceptibility modeling]]></kwd>
<kwd lng="en"><![CDATA[Iztaccíhuatl volcano]]></kwd>
</kwd-group>
</article-meta>
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