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    An谩lisis de la variabilidad clim谩tica utilizando producto satelital MERRA 2 para la microcuenca del R铆o Chazo Juan-Bol铆var Ecuador

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    The meteorological recording data is an activity that does not require complex processes; however, complete information or records from specific sites cannot always be obtained due to the limited coverage of meteorological stations from responsible institutions. For this reason, the objective of this research was to perform an analysis of climate variability using estimates of meteorological factors from the MERRA-2 product. To achieve this objective, a methodological process was defined, including data collection, information processing, data filling, validation, data analysis, and presentation of results. Data from meteorological stations (INAMHI) near the study site were classified according to data availability and year of record, and then a correlational analysis and reliability analysis were performed, which allowed us to establish a degree of relationship according to the homogeneity of the data from a base station. This analysis was applied by relating the data obtained from the Prediction of Worldwide Energy Resource platform using the MERRA-2 satellite product (NASA) with INAMHI stations. The results of this research demonstrate that the MERRA-2 product can be used to estimate variations in meteorological patterns due to its degree of correlation with interpolated information from nearby stations. Once the results were analyzed, it was determined that there are anomalous behaviors in precipitation as well as minimum, average, and maximum temperatures in the Juan Chazo microbasin during the analyzed period (41 years).El registro de datos meteorol贸gicos es una actividad que no requiere procesos complejos, sin embargo, no siempre se puede obtener informaci贸n o registros completos de sitios espec铆ficos debido a la poca cobertura de estaciones meteorol贸gicas de instituciones responsables. Por tal raz贸n esta investigaci贸n analiz贸 la variabilidad clim谩tica mediante la estimaci贸n de los factores meteorol贸gicos con registro de 41 a帽os provenientes del producto MERRA 2. La metodolog铆a utilizada fue: recopilaci贸n de datos, procesamiento de la informaci贸n, relleno de datos, validaci贸n, an谩lisis de datos y presentaci贸n de resultados mediante modelo estad铆stico de doble masa, correlaci贸n, an谩lisis de confiabilidad lo cual permiti贸 establecer un grado de relaci贸n de acuerdo con la homogeneidad de los datos de una estaci贸n base de las estaciones meteorol贸gicas (INAMHI) cercanas al sitio de estudio. Este an谩lisis se aplic贸 relacionando los datos obtenidos de la plataforma Prediction of Worldwide Energy Resource utilizando el producto satelital MERRA 2 (NASA), con estaciones del INAMHI donde se demuestra que se puede utilizar el producto satelital para estimar las variaciones en los patrones meteorol贸gicos por su grado de correlaci贸n con la informaci贸n interpolada de las estaciones cercanas. Una vez analizado los resultados se determin贸 que s铆 existen comportamientos an贸malos en la precipitaci贸n como en la temperatura m铆nima, media y m谩xima de la microcuenca del r铆o Chazo Juan
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