<?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>S1390-01292022000400023</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Eficiencia de la Imputación de Datos Faltantes de Precipitaciones Utilizando Herramientas Computacionales en la Cuenca Hidrográfica, Jubones - Ecuador]]></article-title>
<article-title xml:lang="en"><![CDATA[Imputation Efficiency of Missing Rainfall Data Using Computational Tools in a River Basin, Jubones-Ecuador]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Carlos]]></surname>
<given-names><![CDATA[Matovelle,]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Diego]]></surname>
<given-names><![CDATA[Heras,]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[José]]></surname>
<given-names><![CDATA[Solano-Peláez,]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Católica de Cuenca  ]]></institution>
<addr-line><![CDATA[Cuenca ]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Católica de Cuenca  ]]></institution>
<addr-line><![CDATA[Cuenca ]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Católica de Cuenca  ]]></institution>
<addr-line><![CDATA[Cuenca ]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>01</month>
<year>2022</year>
</pub-date>
<volume>50</volume>
<numero>2</numero>
<fpage>23</fpage>
<lpage>30</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_arttext&amp;pid=S1390-01292022000400023&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_abstract&amp;pid=S1390-01292022000400023&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_pdf&amp;pid=S1390-01292022000400023&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: Para un correcto análisis de los recursos hídricos es necesario conocer de una manera precisa las precipitaciones de una zona, esto permitirá realizar aplicaciones con altos niveles de confiabilidad en cuanto a la cantidad de agua que se tenga en una cuenca hidrográfica. Las series suelen ser de varios años por lo que es muy probable que por fallas de los equipos, fallas humanas o pérdida de registros de almacenamiento se encuentren datos faltantes. Previo a cualquier análisis hidrológico, una tarea fundamental es tener series de datos completas y debido a la variabilidad de ciertas cuencas hidrográficas muchos de los métodos convencionales no resultan efectivos. Por tal motivo se utiliza la paquetería Climatol de R y la metodología estadística recomendada desde la normalización de los datos para evaluar su funcionamiento. Para esto se imputan los datos de la cuenca del río Jubones que se caracteriza por ser vertiente de Pacífico y por tener una gran variabilidad de precipitaciones. Se han utilizado varias métricas estadísticas de comparación para comprobar el funcionamiento de la metodología encontrando muy buenos ajustes en diversas comparaciones entre series de datos de diferentes estaciones meteorológicas.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: For a correct analysis of water resources, it is necessary to know precisely the rainfall in an area; this will allow applications with high levels of reliability in terms of the amount of water in a hydrographic basin. The series is usually of several years, so it is very likely that missing data will be found due to equipment failures, human failures, or loss of storage records. Before any hydrological analysis, a fundamental task is to have complete data series, and due to the variability of certain hydrographic basins, many of the conventional methods are ineffective. For this reason, the R Climatol package is used, and the statistical methodology is recommended from the normalization of the data to evaluate its operation. For this, the Jubones river basin data are imputed, characterized by being a Pacific-slope and having a great rainfall variability. Several statistical comparison metrics have been used to verify the methodology performance, finding perfect fits in various comparisons between data series from different meteorological stations.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[precipitación]]></kwd>
<kwd lng="es"><![CDATA[datos faltantes]]></kwd>
<kwd lng="es"><![CDATA[cuencas del Pacífico]]></kwd>
<kwd lng="en"><![CDATA[precipitation]]></kwd>
<kwd lng="en"><![CDATA[missing data]]></kwd>
<kwd lng="en"><![CDATA[Pacific basins]]></kwd>
</kwd-group>
</article-meta>
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