<?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>S0188-46112018000200003</article-id>
<article-id pub-id-type="doi">10.14350/rig.59548</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Geomorfometría y cálculo de erosión hídrica en diferentes litologías a través de fotogrametría digital con drones]]></article-title>
<article-title xml:lang="en"><![CDATA[Geomorphometry and water erosion rates in different lithologies through digital photogrammetry with drones]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Fernández de Castro Martínez]]></surname>
<given-names><![CDATA[Gonzalo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Vázquez Selem]]></surname>
<given-names><![CDATA[Lorenzo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Palacio Prieto]]></surname>
<given-names><![CDATA[José Luis]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Peralta Higuera]]></surname>
<given-names><![CDATA[Armando]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[García Romero]]></surname>
<given-names><![CDATA[Arturo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional Autónoma de México  ]]></institution>
<addr-line><![CDATA[Ciudad de México ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Geografía Departamento de Geografía Física]]></institution>
<addr-line><![CDATA[Ciudad de México México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Geografía Laboratorio de Análisis Espacial]]></institution>
<addr-line><![CDATA[Ciudad de México ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2018</year>
</pub-date>
<numero>96</numero>
<fpage>0</fpage>
<lpage>0</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0188-46112018000200003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0188-46112018000200003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0188-46112018000200003&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: This study tests drone-assisted digital photogrammetry aimed at determining the erosive modeling of the landscape through detailed geomorphometric analysis and quantify erosion rates in volume (m3/area) and mass (ton/area) in different lithologies. To this end, we studied runoff length, catchment area, and vertical profile of three contrasting rock types on the same hillside in the valley of Yanhuitlán (Oaxaca): lacustrine clays, lithified volcanic ash, and andesitic lavas. Based on the assumption that the type of erosion in rocks depends on the lithologic type, our results show a larger incision in clays, larger catchment areas in volcanic ashes, and smaller runoff in andesites -- the most resistant type of the rocks studied. Likewise, the loss of volume in the rainy season (May to October) of 2016 are associated with the magnitude of the geomorphometric parameters in each lithological formation. This work compares how erosion models different lithological formations under similar conditions, and how high-resolution digital photogrammetry from drone-assisted aerial photography is a valid tool for calculating erosion rates.  Objectives:  The objectives of this study are to analyze how erosion models different lithologies, and to calculate the erosion rate in volume (m3/area) and mass (ton/area) in three different lithologies in the valley of Yanhuitlán (Oaxaca). To this end, a high-resolution (10 cm) digital terrain model was constructed of a 200-m long hillside showing homogeneous features in terms of length, slope, orientation, climate, and vegetation cover, on which we analyzed the morphometry of the terrain and the erosion rate (volume and mass) before and after rains. The three lithologies are the following.    Yanhuitan Formation: poorly consolidated clayey-silty layers with the lowest hardness, category 1 (USDA, 2012). Erosion type: ravines  Llano de Lobos Tuff: Riodacitic and andesitic tuffs interbedded with limestone in a sandy matrix; hardness category 3 (USDA, 2012). Erosion type: laminar  Yucudaac Andesite: Andesitic lava spills with a high degree of weathering through its cracks; hardness category 5(USDA, 2012). Erosion type: gullies.  Materials and Methods:     Photogrammetric survey with a high-resolution (10 cm) Digital Surface Model (DSM) drone (DSM).  Surface water analysis of the DSM in shape format with the WATERSHED tool in GLOBALMAPPER 16, both of runoff and the respective catchment area; these were analyzed by lithology in 50x50-m plots placed in areas with no vegetation.  Four morphometric parameters were analyzed In the software ARCGIS 10.2: runoff or channel length, runoff catchment area, vertical dissection and dissection density, as well as the ranks of drainage formed by lithology.  Calculation of loss of soil by erosion, in volume and mass, through the overlapping of the models in two dates: 16 May 2016 and 25 September 2016, with a precipitation of 532 mm.  Results:     Clays from the Yanhuitlán formation are the most friable (erosion prone) material due to their poor consolidation, with higher dissection density and vertical dissection rates. For this reason, it also has the largest number of catchments of minimum size. It differs broadly from all other lithologies, with a volume loss rate of 380-492 m3/ha and a mass loss rate of 532-689 ton/ha.  The tuff shows the largest runoff catchment area and the lowest dissection density. Its erosion rate ranges between 100-128m3/ha and 110-141 ton/ha.  Andesite -- the hardest rock -- has the lowest vertical dissection, with an erosion rate of 37.48-48 m3/ha and 92-118 ton/ha/year. The extrapolation of these data to obtain annual data based on total precipitation in 2016 (699 mm) yields rates of 701-898 ton/ha/year for the Yanhuitlán formation, 143.4-183.9 t/ha/year for tuff, and 128.4-164.6 t/ha/year for andesite.  Conclusions:  Multi-temporal surveys by digital photogrammetry with drones allow the quantification actual (not estimated) erosion of a lithological unit, in volume and mass, and the analysis of the geomorfometric dynamics of erosion. Therefore, this method contributes to conduct more comprehensive, accurate and realistic studies on erosion, including the analysis of the evolution of hillsides, which are valid for risk analysis.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Geomorfometria]]></kwd>
<kwd lng="es"><![CDATA[erosión]]></kwd>
<kwd lng="es"><![CDATA[fotogrametría]]></kwd>
<kwd lng="es"><![CDATA[drones]]></kwd>
<kwd lng="es"><![CDATA[modelado del paisaje]]></kwd>
<kwd lng="en"><![CDATA[Geomorphometry]]></kwd>
<kwd lng="en"><![CDATA[erosion]]></kwd>
<kwd lng="en"><![CDATA[photogrammetry]]></kwd>
<kwd lng="en"><![CDATA[drones]]></kwd>
<kwd lng="en"><![CDATA[landscape modeling]]></kwd>
</kwd-group>
</article-meta>
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