<?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>1390-0129</journal-id>
<journal-title><![CDATA[Revista Politécnica]]></journal-title>
<abbrev-journal-title><![CDATA[Rev Politéc. (Quito)]]></abbrev-journal-title>
<issn>1390-0129</issn>
<publisher>
<publisher-name><![CDATA[Escuela Politécnica Nacional]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1390-01292019000100031</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Evaluación de productos IMERG V03 y TMPA V7 en la detección de crecidas caso de estudio cuenca del río Cañar]]></article-title>
<article-title xml:lang="en"><![CDATA[Evaluation of IMERG V03 and TMPA V7 products in the detection of flood events in Cañar river basin]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Guachamín]]></surname>
<given-names><![CDATA[Wilmer]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Páez-Bimos]]></surname>
<given-names><![CDATA[Sebastián]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Horna]]></surname>
<given-names><![CDATA[Natalia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Nacional de Meteorología e Hidrología  ]]></institution>
<addr-line><![CDATA[ N/A]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Escuela Politécnica Nacional  ]]></institution>
<addr-line><![CDATA[ Quito]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>01</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>01</month>
<year>2019</year>
</pub-date>
<volume>42</volume>
<numero>2</numero>
<fpage>31</fpage>
<lpage>48</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_arttext&amp;pid=S1390-01292019000100031&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_abstract&amp;pid=S1390-01292019000100031&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_pdf&amp;pid=S1390-01292019000100031&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: Los productos de precipitación por satélite de la Misión de Medición de Precipitación Tropical (TRMM) y su sucesor la Medición de Precipitación Global (GPM), proveen de datos de precipitación para aplicaciones hidrológicas en cuencas hidrográficas sin datos o información escasa. El propósito de este estudio es evaluar la aplicación de los productos satelitales IMERG V03 y TMPA V7 para modelación hidrológica y la potencial detección de caudales de crecidas en la cuenca del río Cañar. Los productos satelitales IMERG V03 y TMPA V7 a escala espacio temporal 0.1° x 0.1° (10 x 10 km) /1 hora y 0.25° x 0.25° (25 x 25 km) /3 horas respectivamente, en eventos de crecidas en el período marzo 2014 a diciembre 2015 subestiman las intensidades de precipitación, misma que se atribuye a la topografía fuertemente accidentada. Los resultados muestran que los productos satelitales mejoran la distribución espacial de la lluvia registrada solamente con los pluviómetros considerando los métodos de corrección como Double Kernel Smoothing (DS), y Residual Inverse Distance Weigthing (RIDW). Para modelación hidrológica con HEC-HMS se pudo identificar que los productos de precipitación corregidos por los métodos DS y RIDW generan caudales más ajustados a los observados, especialmente cuando los eventos de crecida registran una alta probabilidad de detección de lluvia (POD) y una mayor intensidad de precipitación. Los resultados muestran el potencial que tienen productos satelitales fusionados con observaciones de campo para la simulación de caudales de crecidas en cuencas con escasos datos de campo.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: The satellite precipitation products, such as Tropical Rainfall Measuring (TRMM) and it is successor Global Precipitation Measurement (GPM), provide precipitation data for hydrological applications in basins without data or with scarce information. The purpose of this paper is to evaluate satellite-based products IMERG V03 and TMPA V7, for hydrological modeling and the potential detection of flood discharges in the Cañar river basin. The evaluation of IMERG V03 and TMPA V7 satellite products at a different spatio-temporal resolutions of 0.1°x 0.1° (10 x 10 km) 1 hour, and 0.25° x0.25° (25 x 25 km) 3 hours respectively, at events during the period March 2014 &#8211; December 2015, shows that the rainfall intensity is underestimated. This is related to the disperse rain gages, which do not register in a proper manner the rainfall events, as well as the mountainous topography of the terrain. The results show that the satellite-based products improve the rainfall spatial distribution registered by rain gages, when including correction methods such as Double Kernel Smoothing (DS) and Residual Inverse Distance Weighting (RIDW). The evaluation of the correction methods was carried out by comparing discharges simulated with the hydrological model HEC-HMS and observed ones. When applying the DS and RIDW methods to IMERG V03 and TMPA V7 products, the hydrological model is able to produce discharges that are closer to the observed ones. Moreover, the calibrated hydrologic model HEC-HMS can simulate discharges that fit the flood events for all both satellite-based products (IMERG V03 and TMPA V7), when these products register a high probability for detection (POD) and a high rainfall intensity. The results show the potential of satellite products merged with rainfall observations for the simulation of flood discharges in basins with scarce rainfall data.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[IMERG]]></kwd>
<kwd lng="es"><![CDATA[TMPA]]></kwd>
<kwd lng="es"><![CDATA[DS]]></kwd>
<kwd lng="es"><![CDATA[RIDW]]></kwd>
<kwd lng="es"><![CDATA[modelo]]></kwd>
<kwd lng="es"><![CDATA[eventos de crecidas]]></kwd>
<kwd lng="en"><![CDATA[IMERG]]></kwd>
<kwd lng="en"><![CDATA[TMPA]]></kwd>
<kwd lng="en"><![CDATA[DS]]></kwd>
<kwd lng="en"><![CDATA[RIDW]]></kwd>
<kwd lng="en"><![CDATA[modelling]]></kwd>
<kwd lng="en"><![CDATA[flood events]]></kwd>
</kwd-group>
</article-meta>
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