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Geología, hidrología, meteorología(4)
Ciencias de la computación(2)
Ecología(1)
Economía de la tierra y la energía(1)
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Exploring a machine learning model as radar rainfall retrieval of the highest X-band radar in the world.
OtherAbstract: Quantitative precipitation estimation (QPE) from weather radar data is crucial for hydrological applPalabras claves:Autores:Johanna Orellana-Alvear, Rolando Enrique Célleri AlvearFuentes:googleOptimization of X-band radar rainfall retrieval in the southern Andes of Ecuador using a random forest model
ArticleAbstract: Despite many efforts of the radar community, quantitative precipitation estimation (QPE) from weathePalabras claves:Andes, MACHINE-LEARNING, Mountain region, Radar, rainfall retrieval, X-bandAutores:Bendix J., Johanna Orellana-Alvear, Rolando Enrique Célleri Alvear, Rollenbeck R.Fuentes:googlescopusModeling of land surface-atmosphere exchanges of energy and evapotranspiration for the páramo highlands of southern Ecuador.
OtherAbstract: The study of land surface-atmosphere flux exchanges for mountainous regions has increased in the lasPalabras claves:Autores:Johanna Orellana-Alvear, Rolando Enrique Célleri AlvearFuentes:googleTropical 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:scopusShort-term Extreme Flow Forecasting in an Tropical Andean Mountain Catchment—Development of a Step-Wise Methodology Based on the Random Forest Algorithm.
OtherAbstract: Flash-flood and drought forecasting has emerged worldwide due to the catastrophic socio-economical iPalabras claves:Autores:Johanna Orellana-Alvear, Rolando Enrique Célleri AlvearFuentes:googlePrecipitation characteristics at two locations in the tropical andes by means of vertically pointing micro-rain radar observations
ArticleAbstract: In remote areas with steep topography, such as the Tropical Andes, reliable precipitation data withPalabras claves:Diurnal precipitation characteristics, Micro-rain radar, Tropical AndesAutores:Bendix J., Fernandez C., Figueroa R., Huggel C., Johanna Orellana-Alvear, Rolando Enrique Célleri Alvear, Seidel J., Trachte K.Fuentes:googlescopusTemporal precipitation variability in the Tropical Andes by means of vertically pointing-band radar (MRR) observations.
OtherAbstract: Abstract Precipitation in the Tropical Andes is characterized by a high spatio-temporal variabilityPalabras claves:Autores:Johanna Orellana-Alvear, Rolando Enrique Célleri AlvearFuentes:google