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Clustering of rainfall types using micro rain radar and laser disdrometer observations in the tropical andes
ArticleAbstract: Lack of rainfall information at high temporal resolution in areas with a complex topography as the TPalabras claves:K-Means, Laser disdrometer, Micro rain radar, Rainfall characteristics, Rainfall types, Tropical AndesAutores:Bendix J., Gabriela Urgilés, Johanna Orellana-Alvear, Rolando Enrique Célleri Alvear, Trachte K.Fuentes:scopusAssessment of native radar reflectivity and radar rainfall estimates for discharge forecasting in mountain catchments with a random forest model
ArticleAbstract: Discharge forecasting is a key component for early warning systems and extremely useful for decisionPalabras claves:Andes, Discharge forecasting, Machine learning, Mountain region, Native radar data, Radar rainfall, Radar reflectivity, X-bandAutores:Bendix J., Contreras P., Johanna Orellana-Alvear, Paul Muñoz, Rolando Enrique Célleri Alvear, Rollenbeck R.Fuentes:googlescopusAssessment of satellite-based rainfall products using a x-band rain radar network in the complex terrain of the ecuadorian andes
ArticleAbstract: Ground based rainfall information is hardly available in most high mountain areas of the world due tPalabras claves:complex terrain, ECUADOR, GPM IMERG, Radar network, rainfall, Satellite retrievalAutores:Andreas Fries, Bendix J., Franz Pucha-Cofrep, Johanna Orellana-Alvear, Natalia Horna, Rollenbeck R., Thies B., Turini N.Fuentes:googlescopusAtmosphere-surface fluxes modeling for the high Andes: The case of páramo catchments of Ecuador
ArticleAbstract: Interest in atmosphere-surface flux modeling over the mountainous regions of the globe has increasedPalabras claves:CLM, Eddy covariance, Evapotranspiration, Metric, Paramo, Tropical AndesAutores:Ana Ochoa-Sánchez, Bendix J., Galo José Carrillo Rojas, Johanna Orellana-Alvear, Rolando Enrique Célleri Alvear, Schulz H.M., Trachte K.Fuentes:googlescopusAnalysis of rain types and their Z-R relationships at different locations in the high andes of southern Ecuador
ArticleAbstract: Information on the spatiotemporal rainfall occurrence, its microphysical characteristics, and its rePalabras claves:complex terrain, Drop size distribution, In situ atmospheric observations, Local effects, Mountain meteorology, rainfallAutores:Bendix J., Johanna Orellana-Alvear, Rolando Enrique Célleri Alvear, Rollenbeck R.Fuentes: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:googlescopusDynamic mapping of evapotranspiration using an energy balance-based model over an andean páramo catchment of southern ecuador
ArticleAbstract: Understanding of evapotranspiration (ET) processes over Andean mountain environments is crucial, parPalabras claves:Andes, ECUADOR, Evapotranspiration, Landsat, Metric, Modis, Paramo, remote sensing, Tropical mountainsAutores:Bendix J., Galo José Carrillo Rojas, Mário Andrés Cordova Mora, Mario Guallpa, Rolando Enrique Célleri Alvear, Silva B.Fuentes:googlerraaescopusInfluence of random forest hyperparameterization on short-term runoff forecasting in an andean mountain catchment
ArticleAbstract: The Random Forest (RF) algorithm, a decision-tree-based technique, has become a promising approach fPalabras claves:Machine learning, Optimal hyperparameters, random forest, Runoff forecasting, Tropical AndesAutores:Bendix J., Contreras P., Johanna Orellana-Alvear, Paul Muñoz, Rolando Enrique Célleri AlvearFuentes:googlescopusTropical andes radar precipitation estimates need high temporal and moderate spatial resolution
ArticleAbstract: Weather radar networks are an excellent tool for quantitative precipitation estimation (QPE), due toPalabras claves:Ecuador Tropical Andes, Optical flow method, QPE, Radar temporal sampling error, Rainfall advection, weather radarAutores:Bendix J., Johanna Orellana-Alvear, Mario GuallpaFuentes:scopusRainfall and Cloud Dynamics in the Andes: A Southern Ecuador Case Study
ArticleAbstract: Mountain regions worldwide present a pronounced spatiotemporal precipitation variability, which addePalabras claves:Autores:Bendix J., Lenin Vladimir Campozano Parra, Patricio Xavier Lazo Jara, Rolando Enrique Célleri Alvear, Trachte K.Fuentes:googlerraaescopus