<?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>2007-2422</journal-id>
<journal-title><![CDATA[Tecnología y ciencias del agua]]></journal-title>
<abbrev-journal-title><![CDATA[Tecnol. cienc. agua]]></abbrev-journal-title>
<issn>2007-2422</issn>
<publisher>
<publisher-name><![CDATA[Instituto Mexicano de Tecnología del Agua, Coordinación de Comunicación, Participación e Información]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-24222021000200157</article-id>
<article-id pub-id-type="doi">10.24850/j-tyca-2021-02-04</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Uso de suelo y su efecto en el escurrimiento modelado con SWAT]]></article-title>
<article-title xml:lang="en"><![CDATA[Land use and its effect on runoff modeled with SWAT]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cruz-Arévalo]]></surname>
<given-names><![CDATA[Brenda]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gavi-Reyes]]></surname>
<given-names><![CDATA[Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez-Menez]]></surname>
<given-names><![CDATA[Mario]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Juárez-Méndez]]></surname>
<given-names><![CDATA[Juan]]></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[,Colegio de Postgraduados  ]]></institution>
<addr-line><![CDATA[Texcoco Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Autónoma Chapingo Departamento de Suelos ]]></institution>
<addr-line><![CDATA[Chapingo Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2021</year>
</pub-date>
<volume>12</volume>
<numero>2</numero>
<fpage>157</fpage>
<lpage>206</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-24222021000200157&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-24222021000200157&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-24222021000200157&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La importancia de los modelos de simulación para el monitoreo de los recursos naturales cada vez es mayor. El objetivo del presente estudio fue aplicar el modelo SWAT (Soil Water Assessment Tool) para evaluar el impacto del cambio de uso de suelo sobre el escurrimiento y los sedimentos en la cuenca del río Chapingo de 1999 a 2015. Se generaron dos mapas de uso de suelo mediante la fotointerpretación de imágenes Landsat y RapidEye, con resoluciones de 15 y 5 m, respectivamente, y recorridos de campo para verificación. Ante la falta de datos de escurrimiento confiable y reciente se utilizaron los registros mensuales de los periodos 1964-1970 y 1971-1975 para la calibración y validación del modelo. En este proceso, los coeficientes de Nash-Sutcliffe fueron de 0.58 y 0.52, respectivamente. El uso de suelo de la cuenca en el periodo de estudio cambió: agricultura (-6.9 %); zona urbana (+2.89 %); área de minería (+5.04 %), y pastizal (+7.75 %). La aplicación del SWAT calibrado y validado sólo para escurrimiento para el periodo 1999-2015 no detectó cambios en el escurrimiento (p = 0.2351) y sedimentos (p = 0.4430) en función del cambio de uso de suelo determinado. La correlación entre el escurrimiento y los sedimentos anuales simulados con SWAT fue significativa (p = 0.0116), con un R 2 bajo (0.36), atribuible a la falta de datos de campo de sedimentos para calibrar y validar el SWAT, además de la presencia de acciones de conservación de suelo y agua en la cuenca estudiada.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Simulation models for monitoring natural resources are increasingly important. The objective of this study was to apply SWAT (Soil Water Assessment Tool) to evaluate the impact of land use change on runoff and sediment in the Chapingo River Basin from 1999 to 2015. Two land use maps were generated with photointerpretation of Landsat and RapidEye images with 15 and 5 m resolutions, respectively, and verified with field observations. Due to the lack of recent, reliable runoff data, we used monthly registers from the periods 1964-1970 and 1971 to1975 to calibrate and validate the model. In this process, the Nash-Sutcliffe coefficients were 0.58 and 0.52, respectively. Land use in the basin changed during the study period: agriculture (-6.9 %), urban zone (+2.89 %), mining area (+5.04 %), and grassland (+7.75 %). Application of calibrated and validated SWAT only for runoff in the period 1999-2015 did not detect changes in runoff (p = 0.2351) or sediment (p = 0.4430) in function of the determined land use change. The correlation between simulated annual runoff and sediment with SWAT was significant (p = 0.0116) with a low R2 (0.36), which is attributed to the lack of field data on sediment to calibrate and validate SWAT, as well as the presence of soil and water conservation actions in the studied basin.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[cambio de uso del suelo]]></kwd>
<kwd lng="es"><![CDATA[sensores remotos]]></kwd>
<kwd lng="es"><![CDATA[modelación hidrológica]]></kwd>
<kwd lng="es"><![CDATA[escurrimiento superficial]]></kwd>
<kwd lng="es"><![CDATA[SWAT]]></kwd>
<kwd lng="es"><![CDATA[SWAT-CUP]]></kwd>
<kwd lng="en"><![CDATA[Land use change]]></kwd>
<kwd lng="en"><![CDATA[remote sensors]]></kwd>
<kwd lng="en"><![CDATA[hydrological modeling]]></kwd>
<kwd lng="en"><![CDATA[surface runoff]]></kwd>
<kwd lng="en"><![CDATA[SWAT]]></kwd>
<kwd lng="en"><![CDATA[SWAT-CUP]]></kwd>
</kwd-group>
</article-meta>
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