Tropical Andes Radar Precipitation Estimates Need High Temporal and Moderate Spatial Resolution

by Mario Guallpa, Johanna Orellana-Alvear, Jörg Bendix
Published 2019-05-01

Optimization of X-Band Radar Rainfall Retrieval in the Southern Andes of Ecuador Using a Random Forest Model

by Johanna Orellana-Alvear, Rolando Célleri, Rütger Rollenbeck, Jörg Bendix
Published 2019-07-01

Flash-Flood Forecasting in an Andean Mountain Catchment—Development of a Step-Wise Methodology Based on the Random Forest Algorithm

by Paul Muñoz, Johanna Orellana-Alvear, Patrick Willems, Rolando Célleri
Published 2018-10-01

Influence of Random Forest Hyperparameterization on Short-Term Runoff Forecasting in an Andean Mountain Catchment

by Pablo Contreras, Johanna Orellana-Alvear, Paul Muñoz, Jörg Bendix, Rolando Célleri
Published 2021-02-01

Clustering of Rainfall Types Using Micro Rain Radar and Laser Disdrometer Observations in the Tropical Andes

by Gabriela Urgilés, Rolando Célleri, Katja Trachte, Jörg Bendix, Johanna Orellana-Alvear
Published 2021-03-01

The Role of Weather Radar in Rainfall Estimation and Its Application in Meteorological and Hydrological Modelling—A Review

by Zbyněk Sokol, Jan Szturc, Johanna Orellana-Alvear, Jana Popová, Anna Jurczyk, Rolando Célleri
Published 2021-01-01

Assessment of Native Radar Reflectivity and Radar Rainfall Estimates for Discharge Forecasting in Mountain Catchments with a Random Forest Model

by Johanna Orellana-Alvear, Rolando Célleri, Rütger Rollenbeck, Paul Muñoz, Pablo Contreras, Jörg Bendix
Published 2020-06-01