<?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>1794-6190</journal-id>
<journal-title><![CDATA[Earth Sciences Research Journal]]></journal-title>
<abbrev-journal-title><![CDATA[Earth Sci. Res. J.]]></abbrev-journal-title>
<issn>1794-6190</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional de Colombia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1794-61902023000100077</article-id>
<article-id pub-id-type="doi">10.15446/esrj.v27n1.99036</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Calculation of indicators of maximum extreme temperature in Sinaloa state, northwestern Mexico]]></article-title>
<article-title xml:lang="es"><![CDATA[Cálculo de indicadores de temperatura máxima extrema en el estado de Sinaloa, noroeste de México]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cárdenas]]></surname>
<given-names><![CDATA[Omar Llanes]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cervantes Arce]]></surname>
<given-names><![CDATA[Lorenzo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González González]]></surname>
<given-names><![CDATA[Gabriel Eduardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Politécnico Nacional Centro Interdisciplinario de Investigación para el Desarrollo Integral Regional ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2023</year>
</pub-date>
<volume>27</volume>
<numero>1</numero>
<fpage>77</fpage>
<lpage>84</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S1794-61902023000100077&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S1794-61902023000100077&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S1794-61902023000100077&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT One of the climate problems that causes the most environmental impact worldwide is the trend of increasing occurrence of events of maximum extreme temperature, signaled by indicators such as hot extremes (HE) and maximum maximorum (highest maximum) temperature (MmT). These events can cause conditions ranging from severe droughts to heat stroke, which can cause death in any population. Indicators of maximum extreme temperature in one of the most important agricultural areas in northwestern Mexico were calculated based on significant trends (ST) and adjusted return periods. To calculate the trends of the maximum extreme temperature, frequency (FR), annual average duration (AAD), annual daily duration (ADD), intensity (IN) of HE, and MmT, the Mann-Kendall and Sen's slope tests were applied to data obtained for 19 weather stations from the CLImate COMputing database for the period 1982-2014. Adjusted return periods (ARP) were calculated for each indicator of maximum extreme temperature by fitting a probability distribution function. For the study area, the ST and maximum extreme temperature shows a prevailing cooling trend. This can be deduced by observing the proportion of negative ST compared with positive ST. The highest positive magnitudes of ST were recorded at stations CUL (FR = 3.44 HE dec-1), GUT (AAD = 6.15 day HE-1 dec-1 and IN = 13.62 °C dec-1), IXP (ADD = 35.00 day dec-1) and POT (MmT = 2.50 °C day-1 dec-1). For ARP, the estimate of the average occurrence frequency of extreme events per100 years are FR = 6.11 HE dec-1 (1 time), AAD = 6.64 day HE-1 dec-1 (4 times), ADD = 38.68 day dec-1 (1 time), IN = 39.09 °C dec-1 (6 times) and MmT = 41.95 °C day-1 dec-1 (1 time). These findings are of key importance for the economic sectors related to agricultural production in the state known, at least to date, as "the breadbasket of Mexico" (Sinaloa). The results will help to develop adaptation/prevention measures before the coming socioeconomic and hydrological disasters.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN Uno de los problemas climáticos que causa mayor impacto ambiental a nivel mundial es la tendencia creciente de ocurrencia de eventos de temperatura máxima extrema, señalados por indicadores como los extremos calientes (EC) y la temperatura máxima maximórum (máxima más alta, TmM). Estos eventos pueden causar condiciones que van desde sequías severas hasta golpes de calor, que pueden causar la muerte de cualquier población. Se calcularon indicadores de temperatura máxima extrema en una de las zonas agrícolas más importantes del noroeste de México, con base en tendencias significativas (TS) y periodos de retorno ajustados (PRA). Para calcular las tendencias de temperatura máxima extrema, frecuencia (FR), duración media anual (DMA), duración diaria anual (DDA), intensidad (IN) de EC y TmM, a datos obtenidos para 19 estaciones meteorológicas de la base de datos CLImate COMputing para el período 1982-2014, se le aplicaron las pruebas de Mann-Kendall y pendiente de Sen. Se calcularon los PRA para cada indicador de temperatura máxima extrema mediante el ajuste de una función de distribución de probabilidad. Para el área de estudio, las TS y la temperatura máxima extrema muestran una tendencia predominante de enfriamiento. Esto puede deducirse observando la proporción de TS negativas en comparación con las TS positivas. Las mayores magnitudes positivas de TS se registraron en las estaciones CUL (FR = 3.44 EC dec-1), GUT (DMA = 6.15 día EC-1 dec-1 e IN = 13.62 °C dec-1), IXP (DDA = 35.00 día dec-1) y POT (TmM = 2.50 °C día-1 dec-1). Para PRA, la estimación de la frecuencia promedio de ocurrencia de eventos extremos por cada 100 años son: FR = 6.11 EC dec-1 (1 vez), DMA = 6.64 día EC-1 dec-1 (4 veces), DDA = 38.68 día dec-1 (1 vez), IN = 39.09 °C dec-1 (6 veces) y TmM = 41.95 °C día-1 dec-1 (1 vez). Estos hallazgos son de vital importancia para los sectores económicos relacionados con la producción agrícola, en el estado conocido, al menos hasta la fecha, como "el granero de México" (Sinaloa). Los resultados ayudarán a desarrollar medidas de adaptación/prevención ante los próximos desastres socioeconómicos e hidrológicos.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Hot extremes]]></kwd>
<kwd lng="en"><![CDATA[Maximum maximorum temperature]]></kwd>
<kwd lng="en"><![CDATA[Fitted probability distribution functions]]></kwd>
<kwd lng="en"><![CDATA[Significant trends]]></kwd>
<kwd lng="es"><![CDATA[Extremos calientes]]></kwd>
<kwd lng="es"><![CDATA[Temperatura máxima maximórum]]></kwd>
<kwd lng="es"><![CDATA[Funciones de distribución de probabilidad ajustadas]]></kwd>
<kwd lng="es"><![CDATA[Tendencias significativas]]></kwd>
</kwd-group>
</article-meta>
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