Mostrando 3 resultados de: 3
Filtros aplicados
Subtipo de publicación
Article(3)
Área temáticas
Ingeniería sanitaria(2)
Ciencias de la computación(1)
Física aplicada(1)
Geología, hidrología, meteorología(1)
Métodos informáticos especiales(1)
Área de conocimiento
Aprendizaje automático(2)
Hidrología(2)
Ciencia ambiental(1)
Ciencias de la computación(1)
Hidráulica(1)
Flash-flood forecasting in an andean mountain catchment-development of a step-wise methodology based on the random forest algorithm
ArticleAbstract: Flash-flood forecasting has emerged worldwide due to the catastrophic socio-economic impacts this haPalabras claves:Flash-flood, forecasting, Lag analysis, Machine learning, Precipitation-runoff, random forestAutores:Johanna Orellana-Alvear, Patrick Willems, Paul Muñoz, Rolando Enrique Célleri AlvearFuentes:googlescopusFlood early warning systems using machine learning techniques: The case of the tomebamba catchment at the southern Andes of Ecuador
ArticleAbstract: Worldwide, machine learning (ML) is increasingly being used for developing flood early warning systePalabras claves:Andes, Flood early warning, forecasting, hydrological extremes, Machine learningAutores:Bendix J., Jan Jozef Albert Feyen, Johanna Orellana-Alvear, Paul Muñoz, Rolando Enrique Célleri AlvearFuentes:googlescopusNear-real-time satellite precipitation data ingestion into peak runoff forecasting models
ArticleAbstract: Extreme peak runoff forecasting is still a challenge in hydrology. In fact, the use of traditional pPalabras claves:Baseflow separation, Extreme runoff, Feature engineering, forecasting, IMERG, PERSIANN, Tropical AndesAutores:Corzo G., Jan Jozef Albert Feyen, Paul Muñoz, Rolando Enrique Célleri Alvear, Solomatine D.Fuentes:googlescopus