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A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results
Conference ObjectAbstract: Even though there exists no universal definition, in the South America Andean Region, extreme precipPalabras claves:Data-driven, Extreme precipitation, feature selection, forecasting, PCa, Relief, SVMAutores:D. Chaglla-Aguagallo, Diego Hernán Peluffo-Ordóñez, Escobar-González D., Juan González-VergaraFuentes:scopusIntensity-duration-frequency curve for extreme rainfall event characterization, in the high Tropical Andes
ArticleAbstract: In fields such as hydrology, meteorology, and civil engineering, the study of extreme precipitationPalabras claves:Andean Region, cumulative distribution function (CDF), IDF curves, Rainfall intensity, rainfall zonification, Sherman equationAutores:Acosta D., Bolívar Erazo, Braulio Lahuatte, Diego Hernán Peluffo-Ordóñez, Escobar-González D., Juan González-Vergara, Marcos Villacís Erazo, Mario Guallpa, Mélany S. Singaña-Chasi, Miguel ZambranoFuentes:googleorcidscopusSoil moisture forecast using transfer learning: an application in the high tropical Andes
ArticleAbstract: Soil moisture is a critical variable in the hydrological cycle and the climate system, significantlyPalabras claves:neural networks, Paramo, soil moisture, Soil water, Transfer learningAutores:Claudia Encalada, Escobar-González D., Gabriel Jácome-Aguirre, Juan González-Vergara, Marcos Villacís Erazo, Sebastián Páez-Bimos, Vanacker V.Fuentes:googleorcidscopus