<?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>S2007-24222018000500085</article-id>
<article-id pub-id-type="doi">10.24850/j-tyca-2018-05-04</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Modelación hidrológica de la cuenca del río Ilave a partir de datos de precipitación observada y de satélite, periodo 2011-2015, Puno, Perú]]></article-title>
<article-title xml:lang="en"><![CDATA[Hydrological modeling using observed and satellite precipitation datasets for the Ilave River basin, 2011-2015 period, Puno, Peru]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Zubieta]]></surname>
<given-names><![CDATA[Ricardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Laqui]]></surname>
<given-names><![CDATA[Wilber]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lavado]]></surname>
<given-names><![CDATA[Waldo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Geofísico del Perú Subdirección de Ciencias de la Atmósfera e Hidrósfera ]]></institution>
<addr-line><![CDATA[Lima ]]></addr-line>
<country>Perú</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Nacional Agraria La Molina Programa de Doctorado en Recursos Hídricos ]]></institution>
<addr-line><![CDATA[Lima ]]></addr-line>
<country>Perú</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Autoridad Nacional del Agua Autoridad Administrativa del Agua Titicaca ]]></institution>
<addr-line><![CDATA[Puno ]]></addr-line>
<country>Perú</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Servicio Nacional de Meteorología e Hidrología  ]]></institution>
<addr-line><![CDATA[Lima ]]></addr-line>
<country>Perú</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>10</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>10</month>
<year>2018</year>
</pub-date>
<volume>9</volume>
<numero>5</numero>
<fpage>85</fpage>
<lpage>105</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-24222018000500085&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-24222018000500085&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-24222018000500085&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Los datos obtenidos mediante satélites acerca de la precipitación pueden ser útiles en regiones donde ésta es muy heterogénea, como, por ejemplo, en los Andes, pues por lo general son escasamente monitoreadas. El objetivo de este estudio es precisar las características de las principales variables hidrológicas, y comprender el potencial de datos de precipitación estimados a partir del satélite en modelación hidrológica. Este artículo evalúa datos de precipitación obtenidos a partir de pluviómetros y satélites (productos TMPA V7, TMPA RT del satélite TRMM), como entrada al modelo hidrológico agregado GR2M, para simulación de caudales mensuales, en el periodo 2011-2015, en la cuenca del río Ilave, en el Altiplano peruano. Los resultados mostraron un claro déficit hídrico de caudales debido a la disminución de las precipitaciones en el periodo de avenidas (~ 50%); además de un aumento de la evapotranspiración en el periodo de estiaje (~ 24%). Los resultados del análisis de datos de precipitación también indicaron que los TMPA V7 presentan mayor similitud que TMPA RT, con respecto a la precipitación observada en el periodo de avenidas. Del mismo modo, los resultados de modelación hidrológica con GR2M indicaron un mayor rendimiento a partir de la lluvia observada (pluviómetros) y TMPA V7, los cuales presentan una mayor similitud con caudales observados; a diferencia de los TMPA RT, es posible que los inconvenientes en el rendimiento se debieran a una inadecuada lluvia en el balance hídrico.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Precipitation datasets obtained from satellites can be useful in regions where rainfall is very heterogeneous, such as Peruvian Andes, which is usually poorly monitored. The objective of this study is to characterize the main hydrological variables and to understand the potential of precipitation estimates based on satellite datasets for hydrological modeling. This article evaluates the usefulness of estimated precipitation from observed (rain gauges) and satellites datasets (TMPA V7 and TMPA RT products of the TRMM satellite) as input in GR2M hydrological model to simulate monthly streamflows between 2011-2015 for the Ilave River basin located in the Peruvian Altiplano. The results from observational datasets indicate a deficit of streamflows due to decreased rainfall during wet season (~ 50%), whereas evapotranspiration is greater during dry season (~ 24%). Our results show that TMPA V7 has a higher similarity with respect to precipitation observed during wet season. Results also indicate that GR2M perform better with observed inputs and when TMPA-V7 precipitation datasets are used, while the opposite occurs with TMPA RT dataset. This poor performance of the hydrological model may be due to inadequate rainfall estimation in the water balance.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[precipitación]]></kwd>
<kwd lng="es"><![CDATA[modelación hidrológica]]></kwd>
<kwd lng="es"><![CDATA[Andes]]></kwd>
<kwd lng="es"><![CDATA[TRMM]]></kwd>
<kwd lng="es"><![CDATA[satélite]]></kwd>
<kwd lng="en"><![CDATA[Precipitation datasets]]></kwd>
<kwd lng="en"><![CDATA[Hydrological modeling]]></kwd>
<kwd lng="en"><![CDATA[Andes]]></kwd>
<kwd lng="en"><![CDATA[TRMM]]></kwd>
<kwd lng="en"><![CDATA[Satellite]]></kwd>
</kwd-group>
</article-meta>
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