<?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>2007-4026</journal-id>
<journal-title><![CDATA[Ingeniería agrícola y biosistemas]]></journal-title>
<abbrev-journal-title><![CDATA[Ing. agric. biosist.]]></abbrev-journal-title>
<issn>2007-4026</issn>
<publisher>
<publisher-name><![CDATA[Universidad Autónoma Chapingo]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-40262021000200201</article-id>
<article-id pub-id-type="doi">10.5154/r.inagbi.2021.03.050</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Analysis of the NASA-POWER system for estimating reference evapotranspiration in the Comarca Lagunera, Mexico]]></article-title>
<article-title xml:lang="es"><![CDATA[Evaluación del sistema NASA-POWER para estimar la evapotranspiración de referencia en la Región Lagunera, México]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Jiménez-Jiménez]]></surname>
<given-names><![CDATA[Sergio Iván]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ojeda-Bustamante]]></surname>
<given-names><![CDATA[Waldo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Inzunza-Ibarra]]></surname>
<given-names><![CDATA[Marco Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Marcial-Pablo]]></surname>
<given-names><![CDATA[Mariana de Jesús]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias Centro Nacional de Investigación Disciplinaria en Relación Agua-Suelo-Planta-Atmósfera ]]></institution>
<addr-line><![CDATA[ Durango]]></addr-line>
<country>México</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma Chapingo  ]]></institution>
<addr-line><![CDATA[ Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2021</year>
</pub-date>
<volume>13</volume>
<numero>2</numero>
<fpage>201</fpage>
<lpage>226</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-40262021000200201&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-40262021000200201&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-40262021000200201&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Introduction: The FAO-56 Penman-Monteith (PM) is one of the most solid and commonly used methods for estimating reference evapotranspiration (ETo); however, it requires meteorological data that are not always available, so an alternative is the use of reanalysis data.  Objective: To estimate the error that the NASA-POWER (NP) system data can generate in the ETo of the Comarca Lagunera, Mexico.  Methodology: Daily and decadal average ETo were estimated in five different ways. In each case, a different method was used to estimate ETo (FAO-56 PM or Hargreaves and Samani [HS]) and a different meteorological data source (measured, NP data or combination of both).  Results: NP data can be used to provide temperature, solar radiation and relative humidity variables, but not wind speed. The NP data overestimate the measured ETo, an RMSE of 1.15 and 0.89 mm&#8729;d-1 was found for daily and decadal periods, respectively.  Limitations of the study: A grid error analysis could not be carried out because the number of stations is limited.  Originality: The use of reanalysis data to estimate ETo has not been analyzed locally.  Conclusion: When measured data are not available, NP data and the HS equation can be used. When using the FAO-56 PM method and NP data, the in situ wind speed must be available.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen  Introducción: El método FAO-56 Penman-Monteith (PM) es uno de los más usados y robustos para estimar la evapotranspiración de referencia (ETo); sin embargo, requiere datos meteorológicos que no siempre están disponibles, por lo que una alternativa es el uso de datos de reanálisis.  Objetivo: Estimar el error que pueden generar los datos del sistema NASA-POWER (NP) en la ETo de la Región Lagunera, México.  Metodología: Se estimó la ETo diaria y promedio decenal de cinco formas diferentes. En cada caso, se empleó un método para estimar la ETo (FAO-56 PM o Hargreaves y Samani [HS]) y una fuente de datos meteorológicos diferente (medidos, datos de NP o combinación de ambos).  Resultados: Los datos de NP se pueden emplear para proporcionar variables de temperatura, radiación solar y humedad relativa, pero no de velocidad de viento. Los datos de NP sobrestiman la ETo observada, para periodos diarios y decenales se encontró un RMSE de 1.15 y 0.89 mm&#8729;d-1, respectivamente.  Limitaciones del estudio: No se pudo hacer un análisis del error por cuadrícula porque el número de estaciones es limitado.  Originalidad: El uso de datos de reanálisis para estimar la ETo no se ha analizado localmente.  Conclusión: Cuando no se cuente con datos medidos se pueden emplear los datos de NP y la ecuación de HS. Cuando se utilice el método de FAO-56 PM y los datos de NP, se debe tener la velocidad del viento in situ.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[reanalysis data]]></kwd>
<kwd lng="en"><![CDATA[assimilated data]]></kwd>
<kwd lng="en"><![CDATA[FAO-56]]></kwd>
<kwd lng="en"><![CDATA[Penman-Monteith]]></kwd>
<kwd lng="en"><![CDATA[Hargreaves and Samani]]></kwd>
<kwd lng="es"><![CDATA[datos de reanálisis]]></kwd>
<kwd lng="es"><![CDATA[datos asimilados]]></kwd>
<kwd lng="es"><![CDATA[FAO-56]]></kwd>
<kwd lng="es"><![CDATA[Penman-Monteith]]></kwd>
<kwd lng="es"><![CDATA[Hargreaves y Samani]]></kwd>
</kwd-group>
</article-meta>
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