<?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>S0188-46112022000300103</article-id>
<article-id pub-id-type="doi">10.14350/rig.60586</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Mapeo del índice de estabilidad y de saturación del suelo en la cuenca del río Huehuetán, Chiapas, mediante el modelo SINMAP]]></article-title>
<article-title xml:lang="en"><![CDATA[Mapping Stability and Soil Saturation Indices in the Huehuetan River Basin, Chiapas, Using the SINMAP Model]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[López Pérez]]></surname>
<given-names><![CDATA[Adolfo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Colín García]]></surname>
<given-names><![CDATA[Gerardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez Cruz]]></surname>
<given-names><![CDATA[Tania Eulalia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Manuel Andrés]]></surname>
<given-names><![CDATA[Javier]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Colegio de Postgraduados  ]]></institution>
<addr-line><![CDATA[Texcoco Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Colegio de Postgraduados  ]]></institution>
<addr-line><![CDATA[Texcoco Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Université Libre de Bruxelles  ]]></institution>
<addr-line><![CDATA[Buselas ]]></addr-line>
<country>Bélgica</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Pisure Tecnologías Sustentables para el Medio Ambiente, SA de CV  ]]></institution>
<addr-line><![CDATA[Tapachula Chiapas]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2022</year>
</pub-date>
<numero>109</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0188-46112022000300103&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0188-46112022000300103&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0188-46112022000300103&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[resumen está disponible en el texto completo]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Landslides are among the most common natural events that cause mass destruction worldwide. For this reason, studying the causes, behavior, and mitigation of landslides is essential to reduce their adverse impacts. These occur most frequently in tropical environments because of the amount and intensity of rainfall that, combined with steep relief, damages urban, livestock, agricultural, and industrial infrastructure, leading to changes in the environment and even loss of human life. Several studies have investigated the origin and effect of morphodynamic processes associated with landslides. However, given their complexity, there is still uncertainty about the prediction of their incidence. Although landslides result from various interactions, where relief morphology and the evolution of slopes play a primary role, a single factor, such as precipitation or an earthquake, is considered the external triggering factor. The Huehuetan River basin, located on the Chiapas coast, is highly susceptible to landslides caused by heavy rains. Therefore, this study aimed to identify areas prone to landslides due to soil saturation associated with precipitation. To this end, we calculated the Stability Index (SI) and the Soil Saturation Index (SSI) through the SINMAP (Stability INdex MAPping) model to be used as support elements in urban planning and for the prevention or amelioration of landslides through structural and non-structural measures. The Huehuetan River basin is located in southeast Chiapas, covering an area of 319.27 km2, and is part of the Sierra Madre of Chiapas. It is characterized by a hilly relief, mainly in the upper portion, with elevations ranging from 19 to 2690 meters above sea level, and 83.15% of the total surface area has slopes greater than 10%. The predominant soil is Litosol (36.63%), followed by Andosol (28.71%), while its geology is dominated by igneous (more than 85%) and sedimentary rocks. The basin was delimited using the Soil and Water Assessment Tool (SWAT) model based on the Digital Elevation Model (MDE) with a 10 m spatial resolution and the drainage network from the Instituto Nacional de Estadística y Geografía (National Institute of Statistics and Geography). We built a landslide inventory for the period 2005 to 2021. First, we performed field trips across the Huehuetan River basin, supported by GPS equipment for the spatial location of landslide polygons. Landsat 7 and Sentinel 2A satellite images were used as support tools for locating and detecting landslides larger than 100 m2; smaller landslides were recorded based on field trips and located on Google Earth®. The SINMAP model was executed from the MDE, the mechanical and hydrogeological properties of the soils, and the landslide inventory. The terrain stability was classified by estimating the spatial distribution of SI and SSI across the Huehuetan River basin. We determined that 24.36% (77.76 km2) of the basin is an unstable area and 75.64% (241.51 km2) is stable. The highest slope instability values were observed in the highlands due to the relief conditions, soil type, and vegetation cover. The performance of the SINMAP model was evaluated by comparing the spatial distribution of the SI with the landslide inventory obtained for the basin using the ROC curve method; it yielded an 85.60% accuracy that grades it as excellent. The SINMAP model allowed for determining the SI and SSI easily and accurately. Both indices can be used for urban planning and to reduce serious damage from landslides. The results of this study suggest that using the SINMAP model as a tool for mapping landslide susceptible areas is a feasible option. It will allow decision-makers to plan for urban growth by identifying and zoning vulnerable areas and applying structural and non-structural control measures.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[susceptibilidad]]></kwd>
<kwd lng="es"><![CDATA[deslizamientos]]></kwd>
<kwd lng="es"><![CDATA[modelos de estabilidad]]></kwd>
<kwd lng="es"><![CDATA[estabilidad de laderas]]></kwd>
<kwd lng="es"><![CDATA[modelo SINMAP]]></kwd>
<kwd lng="en"><![CDATA[susceptibility]]></kwd>
<kwd lng="en"><![CDATA[landslides]]></kwd>
<kwd lng="en"><![CDATA[stability models]]></kwd>
<kwd lng="en"><![CDATA[slope stability]]></kwd>
<kwd lng="en"><![CDATA[SINMAP model]]></kwd>
</kwd-group>
</article-meta>
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