<?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>S2007-24222019000600025</article-id>
<article-id pub-id-type="doi">10.24850/j-tyca-2019-06-02</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Correlación canónica entre volúmenes de almacenamiento en presas e intensidades de precipitación durante huracanes]]></article-title>
<article-title xml:lang="en"><![CDATA[Canonical correlation between storage volumes in dams and precipitation intensities during hurricanes]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Molina-Aguilar]]></surname>
<given-names><![CDATA[Juan Pablo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gutiérrez-López]]></surname>
<given-names><![CDATA[Alfonso]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cruz Paz]]></surname>
<given-names><![CDATA[Ivonne Monserrat]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma de Querétaro  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma de Querétaro  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Autónoma de Querétaro  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2019</year>
</pub-date>
<volume>10</volume>
<numero>6</numero>
<fpage>25</fpage>
<lpage>56</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-24222019000600025&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-24222019000600025&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-24222019000600025&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La operación y seguridad de presas han sido de gran importancia en México durante muchos años. Las políticas de operación en presas son ampliamente estudiadas en la hidráulica moderna. Los eventos extremos que afectan al país provocan que dichas políticas se revisen año con año. Este trabajo presenta una aplicación de la técnica multivariada de análisis canónico para correlacionar los valores de intensidad de precipitación durante un evento huracanado, calculados con la técnica del hidroestimador, con la variación de los volúmenes dentro de un embalse, sin utilizar características paramétricas de las cuencas de aportación. Se presenta el caso del huracán Carlotta (junio 2012), obteniendo la estimación del volumen de los almacenamientos en las presas Ing. Carlos Ramírez Ulloa, Valerio Trujano, Tepuxtepec e Infiernillo. Los resultados muestran una correlación superior a 0.90 en la relación existente de las intensidades de precipitación huracanada y la evolución de los niveles en presas. Estos resultados permiten considerar al análisis canónico como una alternativa para detallar las políticas de operación de presas en México.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The operation and the security of dams have been of great importance in Mexico for many years. The policies of operation in dams are widely studied in modern hydraulics. The extreme events that affect our country cause these policies to be reviewed year after year. The present work presents an application of the multivariate technique of Canonical Analysis to correlate the values of intensity of precipitation during a hurricane event, calculated with the technique of the hydrostatimator, with the variation of the volumes inside a reservoir, without using parametric characteristics of the contribution basins. The case of Hurricane Carlotta (June 2012) is presented, obtaining the estimation of the volume of storage in the dams: Ing, Carlos Ramírez Ulloa, Valerio Trujano, Tepuxtepec, and Infiernillo. The results show a correlation higher than 0.90 in the existing relationship of the hurricane rainfall intensities and the evolution of levels in dams. These results allow us to consider the Canonical Analysis, as an alternative to detail the policies of operation of dams in Mexico.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[correlación canónica]]></kwd>
<kwd lng="es"><![CDATA[variables canónicas]]></kwd>
<kwd lng="es"><![CDATA[eigenvalor]]></kwd>
<kwd lng="es"><![CDATA[huracanes]]></kwd>
<kwd lng="es"><![CDATA[presa]]></kwd>
<kwd lng="es"><![CDATA[volumen de almacenamiento]]></kwd>
<kwd lng="en"><![CDATA[Canonical correlation analysis (CCA)]]></kwd>
<kwd lng="en"><![CDATA[canonical variables]]></kwd>
<kwd lng="en"><![CDATA[eigenvalue]]></kwd>
<kwd lng="en"><![CDATA[hurricane season]]></kwd>
<kwd lng="en"><![CDATA[dam]]></kwd>
<kwd lng="en"><![CDATA[storage volume]]></kwd>
</kwd-group>
</article-meta>
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