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Calibration of X-band radar for extreme events in a spatially complex precipitation region in north peru: Machine learning vs. empirical approach
ArticleAbstract: Cost-efficient single-polarized X-band radars are a feasible alternative due to their high sensitiviPalabras claves:extreme events, Machine learning, Quantitative precipitation estimate, random forest, Tropical desert, Tropical mountains, weather radarAutores:Johanna Orellana-Alvear, Macalupu S., Nolasco P., Rodriguez R., Rollenbeck R.Fuentes: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:scopusThe Coastal El Niño Event of 2017 in Ecuador and Peru: A Weather Radar Analysis
ArticleAbstract: The coastal regions of South Ecuador and Peru belong to the areas experiencing the strongest impactPalabras claves:La Niña-Modoki, Precipitation climatology, Precipitation extremes, weather radarAutores:Andreas Fries, Bendix J., Franz Pucha-Cofrep, Johanna Orellana-Alvear, Mario Guallpa, Rodriguez R., Rolando Enrique Célleri Alvear, Rollenbeck R.Fuentes:scopusThe role of weather radar in rainfall estimation and its application in meteorological and hydrological modelling —A review
ReviewAbstract: Radar-based rainfall information has been widely used in hydrological and meteorological applicationPalabras claves:Flash floods, Hydrological modelling, Nowcasting, QPE, weather radarAutores:Johanna Orellana-Alvear, Jurczyk A., Popová J., Rolando Enrique Célleri Alvear, Sokol Z., Szturc J.Fuentes:googlescopus