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Comparison of Machine Learning Techniques Powering Flood Early Warning Systems. Application to a catchment located in the Tropical Andes of Ecuador.
OtherAbstract: Flood Early Warning Systems have globally become an effective tool to mitigate the adverse effects oPalabras claves:Autores:Johanna Orellana-Alvear, Rolando Enrique Célleri AlvearFuentes:googleApplication of a data-assimilation approach for the hydrologic modeling of basins in the Andean mountain range of South Ecuador
OtherAbstract:Palabras claves:Autores:Rolando Enrique Célleri AlvearFuentes:googleApplication of a machine learning technique for developing short-term flood and drought forecasting models in tropical mountainous catchments
OtherAbstract: Floods and droughts are among the most common natural hazards worldwide. They produce major impactsPalabras claves:Autores:Johanna Orellana-Alvear, Rolando Enrique Célleri AlvearFuentes:googleDesarrollo de una metodología para la caracterización de unidades de respuesta hidrológica en cuencas andinas: caso de estudio cuenca del río Tabacay
Bachelor ThesisAbstract: Antes de iniciar procesos de gestión ambiental, es indispensable conocer la aptitud del terreno paraPalabras claves:Conservación hidrológica, INGENIERIA AMBIENTAL, Rio Tabacay, Sistema de Información geográficaAutores:Rolando Enrique Célleri Alvear, Sofía Carolina Durazno NietoFuentes:rraaeDiseño del sistema de monitoreo de recursos hídricos en la zona alta de la microcuenca del río Tabacay - Azogues
Bachelor ThesisAbstract: El siguiente proyecto de titulación propone el bkp_rediseño del sistema de monitoreo hidrometeorológPalabras claves:Canton Azogues, Detección de falencias, INGENIERIA AMBIENTAL, MONITOREO HIDROMETEOROLÓGICO, Parámetros de bkp_rediseño, Rio TabacayAutores:Juan Rubén Mora Quizhpi, Rolando Enrique Célleri AlvearFuentes:rraaeFlash-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:googlescopusForestation and sustainable water resources management A case study from the Andean highlands
OtherAbstract: In many developing regions in the world, land use is a very dynamic process. Encroachment of naturalPalabras claves:Autores:Rolando Enrique Célleri AlvearFuentes:googleEvaluation of Markov Chain Based Drought Forecasts in an Andean Regulated River Basin Using the Skill Scores RPS and GMSS
ArticleAbstract: On behalf of the decision-makers of Andean regulated river basins a drought index was developed to pPalabras claves:Andean basins, Drought index, Forecast Evaluation, Markov chains, Probabilistic forecastAutores:Alex Manuel Aviles Anazco, Avilés-Añazco A., Paredes J., Rolando Enrique Célleri Alvear, Solera A.Fuentes:googlerraaescopusEfecto de la escala de la información sobre el desempeño del modelo SWAT en una microcuenca de montaña
OtherAbstract:Palabras claves:Autores:Rolando Enrique Célleri AlvearFuentes:google